Portfolio

Case Studies

Real projects with real outcomes. We share architecture decisions, performance data, and honest assessments of what worked and what did not.

SaaS

Retrieval-first support agent grounded in real docs

A growing support function needed first-line automation that could answer product questions accurately without hallucinating. An earlier off-the-shelf chatbot had eroded trust by inventing answers, so the bar for the new system was retrieval grounded in real documentation.

PythonFastAPIOpenAI APIVector DB

Headless commerce migration with sub-second LCP

A monolithic storefront suffered from slow mobile loads, heavy theme JavaScript, and a product configurator that struggled on mid-range devices. The team wanted a fast, custom frontend without giving up their native checkout.

Next.jsShopify Storefront APISanityAlgolia

Real-time market dashboard with sub-50ms UI updates

A market-data dashboard on a legacy React stack dropped frames and built up memory pressure during high-volatility periods. The team needed a frontend that could keep up with multiple data streams without losing responsiveness.

Next.jsTypeScriptWebSocketsCanvas API