Evidence index
Skills & domains
Complete experience-weighted index of technologies, practices, domains, and responsibilities, with the role evidence behind each score.
Complete index
The scores below sum the duration of every role where a public skill, domain, or responsibility appears, grouped by interest area. Roles can overlap in time, so this is role-weighted evidence rather than unique calendar time.
Role coverage
Every career role contributes indexed evidence. Counts include technologies, domains, practices, and responsibilities tagged from the role record.
- Founder and Builder Masterful CV Independent product build and LLM document workflows 77 indexed signals Nov 2025 - Present
- Founder and Builder Consortio AI-agent orchestration and developer tooling 77 indexed signals Nov 2025 - Present
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company Messaging infrastructure 46 indexed signals Feb 2023 - Oct 2025
- Senior Software Engineer Emarsys, an SAP company Partner APIs and SMS products 46 indexed signals Nov 2020 - Feb 2023
- Senior Full-Stack Developer Freelance Health clinic web application 16 indexed signals Jun 2020 - Nov 2020
- Software Developer, Digital Health The University of Manchester Clinical and research software 28 indexed signals Feb 2020 - Jun 2020
- AI Software Engineer, Privacy & Tooling DeepCognito Medical AI and annotation tooling 21 indexed signals Apr 2019 - Oct 2019
- Software Developer The University of Manchester Library Library platforms and internal tools 24 indexed signals Sep 2016 - Apr 2019
- Graduate Research & Teaching Assistant The University of Manchester Computer science research and teaching 23 indexed signals Sep 2013 - Aug 2016
Frontend & product UI
Interface frameworks, browser tooling, accessibility, and product-surface implementation.
-
Accessibility
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Angular
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
AngularJS
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Vue.js
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
React
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
-
Editor UI
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Internationalisation
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
React Router
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Responsive UI
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
TanStack Query
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Usability testing
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
UX design
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Vite
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Zod
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Languages & foundations
Programming languages, core computer-science foundations, and lower-level implementation experience.
-
Java
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
SQL
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
C / C++
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Linux
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Scripting
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
TypeScript
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
JavaScript
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Backend & APIs
Server-side frameworks, API design, authentication, service implementation, and integration surfaces.
-
APIs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Authentication
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Node.js
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Express
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
API design
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Backend APIs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Spring Boot
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Validation
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
FPGA research
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Git
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Xilinx tools
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
LDAP
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Passport.js
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Shibboleth / SAML
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Async workers
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
REST APIs
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Background jobs
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Document generation
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
File parsing
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
Hono
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
i18next
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
OpenRouter
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
PTY fallback
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
PWA / service workers
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Stripe
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
WorkOS
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
DNS
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
-
SSL/TLS
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
-
VPS hosting
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
Data & storage
Relational and document databases, object storage, queues, caching, migrations, and data modelling.
-
Database schema design
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Data modelling
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
PostgreSQL
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
MongoDB
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
BigQuery
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Database migrations
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
MySQL
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Redis
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Caching
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Domain modelling
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Drizzle
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Object storage
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Queues
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
R2
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
SQLite
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Cloud & platform operations
Cloud platforms, deployment, observability, reliability, and production operations.
-
Production support
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
CI/CD
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Deployments
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Monitoring
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
-
Runbooks
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
GitHub Actions
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
NGINX
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
ArgoCD
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
ElastAlert
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
ELK
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
GCP
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
GKE
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Jenkins
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Kubernetes
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
PagerDuty
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Pub/Sub
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Terraform
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Cloudflare Workers
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Docker
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Testing & verification
Automated tests, browser checks, regression coverage, security scans, and release confidence.
-
Testing
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
JUnit / Mockito
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Black Duck
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Integration tests
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Manual QA
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Unit tests
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Frontend tests
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Jest
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
axe accessibility checks
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
axe-core
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
Playwright
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Regression checks
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Test strategy
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Visual regression
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Vitest
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Vulnerability checks
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Reliability & readiness
Performance, incident handling, SLOs, capacity planning, on-call work, and operational readiness.
-
Performance
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Incident triage
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Release planning
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
-
Capacity planning
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
SLOs
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
On-call
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Production debugging
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Incident response
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Messaging & integrations
Messaging protocols, provider integrations, partner APIs, carrier behaviour, and compliance.
-
Credit management
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Customer escalations
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
SMPP
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
SMS compliance
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Vendor APIs
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
RabbitMQ
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Routing logic
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
OAuth 2.0
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Partner APIs
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
Webhooks
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
Mobile & device work
Mobile application work, device integration, card verification, and secure hardware-adjacent flows.
-
Android
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
MIFARE DESFire
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Secure key handling
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Bluetooth
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Hibernate
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Ionic
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Liquibase
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
SDK integration
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
AI & LLM systems
LLM APIs, prompt and schema design, model evaluation, document parsing, privacy, and safety checks.
-
Rate limiting
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
-
PII redaction
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Anthropic APIs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
CV extraction
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
Evals
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
LLM CLIs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
OpenAI APIs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
PDF / DOCX parsing
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
Prompt design
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Safety checks
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Structured outputs
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Token/cost tracking
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Typed schemas
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Agentic engineering
Coding-agent orchestration, task decomposition, delegated implementation, review, and verification.
-
Agent orchestration
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
AI-agent-assisted engineering
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Delegated implementation
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Diff analysis
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Docker sandboxing
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Git worktrees
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Headless drivers
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Task decomposition
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Verification artifacts
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Product & leadership
Product ownership, team leadership, stakeholder work, planning, documentation, and delivery judgement.
-
Documentation
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Stakeholder demos
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Support
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Dashboards
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Code review
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Architecture
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Bug triage
- Senior Full-Stack Developer Freelance · Health clinic web application Jun 2020 - Nov 2020 · 6m
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Algorithms
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Databases
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Distributed Systems
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Hardware/software co-design
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
OOP
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Software Engineering
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Web development
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Line management
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Product ownership
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Technical leadership
- Technical Team Lead, Messaging Infrastructure Emarsys, an SAP company · Messaging infrastructure Feb 2023 - Oct 2025 · 2y 9m
-
Search UI
- Software Developer The University of Manchester Library · Library platforms and internal tools Sep 2016 - Apr 2019 · 2y 8m
-
Analytics
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
-
Artifact contracts
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Cost control
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Disagreement handling
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Independent product drive
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Information architecture
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Intent contracts
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Positioning
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Product discovery
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Proof plans
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Run graphs
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Verification ledgers
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
Privacy, governance & research
Governed data handling, medical privacy, NLP research support, benchmarking, and academic foundations.
-
Benchmarking
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Performance analysis
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
VHDL / Verilog
- Graduate Research & Teaching Assistant The University of Manchester · Computer science research and teaching Sep 2013 - Aug 2016 · 3y
-
Audit trails
- Senior Software Engineer Emarsys, an SAP company · Partner APIs and SMS products Nov 2020 - Feb 2023 · 2y 4m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
GDPR
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Annotation tooling
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
NLP
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
PII / PHI detection
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Pseudonymisation
- AI Software Engineer, Privacy & Tooling DeepCognito · Medical AI and annotation tooling Apr 2019 - Oct 2019 · 7m
-
Security/privacy
- Founder and Builder Masterful CV · Independent product build and LLM document workflows Nov 2025 - Present · 7m
- Founder and Builder Consortio · AI-agent orchestration and developer tooling Nov 2025 - Present · 7m
-
Access control
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m
-
Medical data governance
- Software Developer, Digital Health The University of Manchester · Clinical and research software Feb 2020 - Jun 2020 · 5m