// software engineer: ai · data · product
I build production systems for the messy parts of the real world.
AI assistants, data-heavy platforms, and internal products, shipped where correctness, scale, and real users actually matter. Not toy projects.
// the test I care about: does it survive real users, real money, real production at scale?
- 15+ production systems
- 500+ users served
- 80% fewer manual requests
- 22× faster on a key query
A closer look at the work.
OTIS: Teams AI Assistant
A natural-language interface that lets non-technical staff query production databases and locate documents without leaving Microsoft Teams.
- Python
- FastAPI
- Anthropic SDK
- M365 Agents SDK
- SQL Server
- 500+ staff served
- ~$115/mo runtime cost
Audio-Native Song Recommender
A music recommendation engine built on audio embeddings. It listens to the song itself, not just its metadata.
- Audio-native CLAP embeddings
- 4-axis fused re-rank score
- 8 genres live interactive demo
- Python
- FastAPI
- LAION-CLAP
- pgvector
- PostgreSQL
Agentic Dev Environment
A reproducible, AI-augmented development setup: version-controlled dotfiles, custom Claude Code commands, and a multi-model workflow.
- 6 custom Claude Code commands
- Reproducible fresh-machine bootstrap
- Multi-model Claude + Codex workflow
- Claude Code
- Bash
- Git
- Ghostty
- macOS
A collection, priced like a portfolio.
Millennium is a full-stack valuation system for a trading-card collection, built with Django/DRF and Next.js, tracking per-lot cost basis, market movement, and catalog-match confidence. The card beside this is one holding’s appraisal readout.
- 10 Django apps
- 14 typed React screens
- 821 automated tests
Illustrative readout modeled on Millennium’s lot-cost valuation pipeline: per-lot cost basis, append-only daily snapshots, and confidence-scored catalog matching. Values are illustrative.
Blue-Eyes White Dragon
Legend of Blue Eyes · 1st Edition
- Market
- $312.40 ▲ +4.2%
- Cost basis
- $180.00
- Unrealized
- +$132.40
- 90-day
- 90-day trend: rising, $168 to $312.
- Coverage
- ✓ complete · EXACT match
Figures illustrative · model is live
Four lanes. One engineer.
The work spans a few distinct disciplines. Filter the project index by whichever one you want to dig into.
LLM assistants, tool-calling, retrieval, embeddings.
filter →Typed APIs, React frontends, the whole stack.
filter →Pipelines, telemetry, ERP integration, SQL at scale.
filter →Workflow automation and reproducible environments.
filter →