Selected Work
Each case study covers the problem, the approach, the trade-offs, and an honest status — prototype, production architecture, or operational platform.
A coding assistant that reads a repo, plans a change, edits files, and checks its own work before you review it.
One-shot code completion misses the wider codebase, skips compile/test checks, and can break linked files without noticing.
PythonLLM APIs & Local InferenceEmbeddingsVector SearchAST Code ParsersSandboxed CLI Tools
Architecture
A pipeline that keeps campaign data, tracking parameters, and conversion events in one place you can trust.
PythonFastAPIPostgreSQLRedisServer-Side Events (S2S)Webhooks & REST APIs
One platform for customers, billing, approvals, and ops reporting — instead of five spreadsheets arguing with each other.
PythonDjangoPostgreSQLRedisREST APIsRole-Based Access Control
A control layer for server setup, deploys, health checks, and alerts — so production is not a collection of one-off SSH sessions.
LinuxPythonGolangBashAnsible & TerraformDocker & Nginx
