Open to interesting problems

I design systems.
I build them.
I make sure they actually help the business.

Systems Architect and builder with deep experience across the full stack — and a genuine interest in how systems fit together at scale. I think at the architecture level first: distributed systems, event-driven design, microservices, cloud-native patterns on AWS. Then I go implement it, whether that's modernising a legacy Java monolith, containerising a Lambda-based deployment, or wiring an LLM into a business workflow.

I learn the business domain, not just the tech stack. I stay ahead of security risks — supply chain, dependency hygiene, ecosystem vulnerabilities — and treat that as a baseline, not a bonus. I'm driven by what technology can actually do for a business, and I go as deep as the problem needs.

What I care about

I'm drawn to the gap between how a business runs today and how it could run with the right software. That gap is where I work.

⚙️

Process Automation

Replace manual, repetitive work with reliable systems that run in the background without babysitting.

☁️

Cloud & Modernisation

Migrated on-prem systems to AWS, upgraded legacy Java codebases, and moved Lambda projects to containerised CloudFormation deployments.

🤖

AI Where It Fits

Integrating LLMs and AI APIs into real business workflows — not demos, but production automation.

🔒

Security by Default

Proactively tracks vulnerabilities in the Node/npm ecosystem — including supply chain risks — and keeps projects current with industry best practices before issues become incidents.

🏥

Deep Domain Knowledge

Hands-on experience in healthcare and insurance workflows — eligibility verification (270/271), prior authorisation, and EOB processing. Complex, high-stakes domain where understanding the business is as important as the code.

🚢

Ship & Own It

I self-host, maintain infra, and own the full stack end-to-end. From database schema to domain DNS.

Things I've built

Real apps, running in production, solving actual problems.

LawnServe

End-to-end operations platform for a lawn service business. Manages customers, service records, and invoicing with PDF generation. Self-hosted on a Mac Mini behind a Cloudflare Tunnel — no cloud vendor lock-in.

FastAPI React PostgreSQL Docker Caddy Cloudflare

Insurance Verification & Prior Auth — AI Integration In Progress

AI-powered workflow for healthcare insurance verification and prior authorisation — processing 270/271 eligibility transactions and EOB data. Bringing intelligence to one of the most complex and manual processes in healthcare operations.

Python FastAPI LLM Integration 270/271 EDI Prior Auth EOB AWS

More coming soon

Building in public. Each project here solves a real problem and runs in production.

Tools I reach for

Organized by domain — chosen for reliability and fit, not hype.

Backend & APIs
Java
🐍 Python
🟩 Node.js
FastAPI
🔗 Restlet Framework
🧩 Microservices
📨 Event-driven Architecture
🔁 REST / OpenAPI
Cloud & Infrastructure
☁️ AWS
📋 CloudFormation
🧪 LocalStack
🐳 Docker
🔀 Caddy
☁️ Cloudflare
AI & Machine Learning
🤖 Claude API
🧠 OpenAI API
🦙 OLLAMA (local LLMs)
🔬 AWS SageMaker
📓 Jupyter Notebook
Frontend
⚛️ React
🔺 Angular (to v19)
🔷 TypeScript
🌀 TanStack Start
Data & Delivery
🐘 PostgreSQL
🐳 Docker
Vercel
🐙 GitHub