Open Switch
LLM gateway with circuit breakers, half-open probes, hedged requests, cost-aware routing, per-key budgets, and request traces.
Work
Selected work
Production LLM systems, Rust infrastructure, applied ML, and the full stack products around them.
Screener
Typo tolerant hybrid search with faceted filters that runs fully in the browser.
Evalgate
LLM evaluation runner with its own YAML check format, flakiness detection, and a pull request gate that writes a Markdown report.
Corridor FX
FX exposure and hedging engine with a quantile forecast that is honest about what it cannot predict.
05Case study
Flamide
Multilingual AI agent that answers student enquiries, fills a CRM, and hands off decisions to a counselor.
06Case study
Sekkin
Schema-first code generator where deterministic structure keeps the LLM focused on application logic.
Quint
React library for turning chat buttons into explicit decisions.
08
Research
Representation alignment
Tested the Platonic Representation Hypothesis at toy scale. Reproduced a reference alignment method to 96.37% against a published 96.01%, then recovered held-out structure between independent encoders after a centering ablation.
09
Research
Savings score stress test
Synthetic stress test of a venue savings score, with an audit of confounding, observability, and tuning claims.
10
Earlier
Storefront
React and Django store with Stripe PaymentIntents, order tracking, and email notifications driven by Django signals.
11
Earlier
Quild
Interactive 3D building configurator in the browser.