Applied AI & LLM systems
Production LLM applications — retrieval, structured extraction, evaluation loops, and the guardrails that make them dependable.
~/ expertise
AI fluency on top of hard-won range.
A generalist who's gone deep — applied AI and full-stack engineering, sharpened across industries where systems actually get stress-tested.
~/ ai, applied
Intelligence that accelerates execution.
Not AI for the demo — AI wired into systems where it removes real work and compounds over time.
Automation agents
Agentic workflows that take on the fuzzy, judgment-shaped steps a human used to sit in the middle of.
AI strategy
Where AI creates real leverage versus noise — build vs. buy, sequencing, and an honest read on what's actually ready.
ML engineering
Practical models wired into real systems, instrumented so they keep improving instead of quietly drifting.
~/ domain depth
Industries where I've shipped.
E-commerce
Commerce infrastructure end to end — product data, order flows, warehouse and fulfilment logic, and the operational layer behind scale.
Telecom
Systems and integrations built for carrier-grade scale, reliability, and the realities of large, regulated operations.
IoT & Connected Hardware
Device fleets, firmware-adjacent tooling, and the software that drives and observes physical hardware.
Digital Distribution
Content, catalog, and distribution pipelines that move product and data reliably across channels.
Adtech
Programmatic advertising, audience and campaign systems, and the high-throughput data pipelines behind them.
~/ ways to engage
How we can work together.
Engagements are scoped to fit — fractional, advisory, or project-based. Rate card and availability on request.
Fractional CTO
Ongoing technical leadership.
- Roadmap & architecture ownership
- Hiring and team scaling
- Delivery oversight
Technical Advisory
Senior judgment, on call.
- Architecture & systems reviews
- Board / leadership guidance
- Build-vs-buy decisions
AI Strategy & Build
From AI roadmap to shipped.
- Use-case prioritisation
- Agent & automation builds
- Eval & reliability
Technical Due Diligence
A clear read on what's real.
- Codebase & architecture audit
- Team & process assessment
- Risk & scalability report
0→1 Architecture & Build
Design and ship the core.
- Greenfield system design
- Core build & integrations
- Foundations that scale
Something else?
Tell me the problem. If I'm the right fit, I'll say so — and if I'm not, I'll point you to who is.
start a conversation →~/ stack
Tools of the trade.
Languages
- Python
- JavaScript
- TypeScript
- Java
- C# / .NET
- Node.js
Frontend
- React
- HTML5 / CSS3
- D3.js / Maps
- Design systems
AI / ML
- LLMs & agents
- n8n automation
- Applied ML
- OpenCV
Backend
- Django
- FastAPI
- Celery
- MongoDB
Platform
- Kubernetes
- Docker
- Helm
- Argo
- CI/CD
Commerce
- Shopify
- Amazon
- BigCommerce
- Magento
- 200+ integrations