SELECTED ENGINEERING WORK
Systems built
for reality.
Seven systems, from agent infrastructure, healthcare, billing audit and generative books to video, analytics and cloud data. Each case shows what I decided, why, and what the evidence actually supports.
ForgeAI
A supervised platform for turning scoped engineering tasks into reviewed code changes.
Key decision A green check is evidence, not permission.
Python · Kubernetes · Helm · GitHub ActionsClara Care
A healthcare product connecting application workflows, cloud services, and AI-assisted interaction.
Key decision Credentials that expire by design.
AWS · React · Gemini Live · PyTorchCutline
A browser-based video studio that joins AI scripting, speech, media processing, and export.
Key decision Put inference where the GPU actually is.
React · Node.js · FFmpeg · WhisperAgent Private Credit
An agent workspace that pairs natural-language exploration with deterministic financial analytics.
Key decision The agent explains. The data answers.
React · ACP · K3s · HelmCloud data systems
Selected architecture work across message-driven services and cloud analytics pipelines.
Key decision The unhappy path is part of the design.
AWS SQS · S3 · Parquet · GlueUpcode Buster
A pilot that audits medical claims with Gemini and maps patterns of billing errors before a claim goes out.
Key decision Every flag comes with its reasons.
Gemini 3 · Hono · Supabase · React Three FiberIncredible Me
A platform that turns a child's photos into an illustrated, print-ready book in which the child stays recognizably the same on every page.
Key decision Plan for the model to fail.
Gemini 3.1 Flash Image · Python · Flask · React