experience.

the places i've shipped code and the things i've learned.

may 2026 / present

"shipping across a rails app, node/python sdks, and a cli at an llm-observability startup."

ship full-stack features across a ruby on rails production app, a typescript node sdk, python/ruby sdks, and a cli
built an llm session-capture pipeline that ingests local coding-agent transcripts as structured logs. root-caused a dedup bug writing one row per conversation turn and re-architected to one idempotent row per session
redesigned an open-source agent skill from a stack-specific installer into a language-agnostic consultant, cutting ~600 lines of duplicated templates
containerized the rails dev environment with docker for reproducible boots. caught a logic bug in a reviewer's suggested redis env-guard that would have disabled it in production
work in an ai-orchestrated model: the agent executes, i verify, review, and own every change that ships

Ruby on RailsTypeScriptNode.jsPythonLLM ObservabilityDocker

may / aug 2025

10k+

rows processed

"wrote python pipelines that made messy export data actually usable."

built a modular data-processing tool in python (pandas/numpy) to ingest and standardize multi-currency export pricing data across 3+ destinations
caught 20+ recurring data issues per week and cut reporting errors by 15%
automated KPI generation for export ops. reduced manual spreadsheet work by ~30%

PythonPandasNumPyData Pipelines

hackathons

2x winner

2026winner

"ai medical triage tool that turns patient symptoms into structured write-ups for doctors. claude-powered, alien doctor mascot."

ReactViteClaude APITailwindHealthcare AI

2025winner

"AI tool discovery directory powered by Gemini 2.0 Flash semantic search. 2,000+ users, 90+ tools across 10 categories."

Next.jsTypeScriptGemini AISupabaseFramer Motion