What you can hire me to build

For teams sitting on docs, tickets or product data that people keep asking the same questions about.

Conversational assistants that answer only from your own content and can call your internal APIs to actually get things done — not just chat. Deployable on your own infrastructure so nothing leaves your walls.

What you get

• A working assistant in your site, app or Slack
• An ingestion pipeline that keeps it current as content changes
• Source citations on every answer, plus guardrails against hallucination
• Hosted models (Claude, OpenAI) or fully local ones (Ollama) — your call
• An admin view for prompts, logs and evaluation

For operations, finance and support teams losing hours to copy-paste between tools.

I map the repetitive process end to end, then automate it with n8n and custom code — approvals, invoicing, data sync, notifications, reporting — with monitoring so you know when a human is actually needed.

What you get

• A documented map of the current process and the automated design
• Production n8n workflows, self-hosted or cloud
• Integrations with the tools you already use (REST, GraphQL, webhooks, DB)
• Error handling, retries and alerting
• A runbook so your team can maintain it

For clinics, labs and health-tech vendors that need to exchange data with hospital systems and EHRs.

Interoperability is my core specialty: HL7 v2 and FHIR R4 pipelines, Mirth Connect channels, validated conversions and safe migration between critical systems.

What you get

• Mirth Connect channels — or a Spring Boot microservice — for the interface
• HL7 v2 ↔ FHIR R4 mapping with conformance validation
• Support for ADT, SIU, ORM/ORU and custom message types
• A test harness with sample messages and per-record error reporting
• Documentation an internal team can operate

For companies whose data is trapped in a legacy system — FileMaker, an old ERP, spreadsheets — and cannot reach modern tools.

Reliable sync layers between old and new systems: real-time where it matters, batch where it does not, so you get one consistent source of truth and analytics-ready data.

What you get

• A bi-directional sync service between your systems
• Real-time (CDC / webhooks) or scheduled ETL, whichever fits
• Data cleaning, de-duplication and validation rules
• A clean REST / GraphQL API over the consolidated data
• A cutover plan with rollback safety for migrations

For teams where off-the-shelf tools do not fit the workflow and a spreadsheet has quietly become the system of record.

Full web applications — customer portals, internal tools, dashboards, APIs — built to be secure, tested and maintainable, and handed over so you are never locked to me.

What you get

• A web app: React front-end, Java/Spring Boot or Python/FastAPI back-end
• Authentication, roles and an audit trail
• Automated tests and a CI/CD pipeline
• Dockerised deployment on your cloud or on-prem
• Source code, documentation and a hand-off session

For teams that want to build AI and automation capability in-house, or need an outside read before committing budget.

I have taught at university level and run professional workshops. I also do architecture reviews and honest build-vs-buy assessments — sometimes the right answer is “don’t build this”.

What you get

• Hands-on workshops: AI, RAG, systems integration, testing
• An architecture review with written findings and priorities
• A build-vs-buy assessment with a clear recommendation
• An AI roadmap: what to do first, what to wait on
• Follow-up support while your team executes