01
Live demo
Open Switch
LLM gateway with circuit breakers, half-open probes, hedged requests, cost-aware routing, per-key budgets, and request traces.
AI engineer and full stack developer
LLM systems
that hold up
in production.
I build agents, guardrails, evals, and computer vision pipelines, then sit with the people using them until the thing actually works. Most of my time goes into the part after the demo.
- World 2nd in CS Official Cambridge Recognition
- Top in country in CS Outstanding Cambridge Learner Awards
- 1540 SAT 99th percentile globally
- A*s in CS and Maths Cambridge International A Levels
- Best Academic Performance Award Budhanilkantha School
- CAIE AS Level Topper Budhanilkantha School
- As in Economics, Business and EGP Cambridge International A Levels
Selected work
Agents, infrastructure, and applied ML.
02
Live demo
Screener
Typo tolerant hybrid search with faceted filters that runs fully in the browser.
03
Live demo
Evalgate
LLM evaluation runner with its own YAML check format, flakiness detection, and a pull request gate that writes a Markdown report.
04
Live demo
Corridor FX
FX exposure and hedging engine with a quantile forecast that is honest about what it cannot predict.
05
Case study
Flamide
Multilingual AI agent that answers student enquiries, fills a CRM, and hands off decisions to a counselor.
06
Case study
Sekkin
Schema-first code generator where deterministic structure keeps the LLM focused on application logic.
How I work
A green test suite is a claim, not a proof.
01
Run it live
My worst bugs passed every mocked test. I run the real provider, unintercepted, before I call anything done.
02
Guardrails outside the model
If a rule matters, code checks it after generation. Prompts ask nicely. Validators refuse.
03
Say what wasn't measured
Every report I write lists what it can't claim. A 0.55 AUC gets reported as a coin flip, not rounded up.
04
Sit with the users
I've shipped to factory floors, school offices, and police briefings. The spec is whatever they actually need on day two.