Work

Three projects, each with the decision that mattered and the number it moved.

Regent
May 2026 – Present
Shipped v0.1.0 with a tri-modal retrieval layer held to a measured recall threshold by its own eval suite.
- 504 commits
- ≥ 0.75 recall@5, eval-gated
- 17+ chat platforms
- 36 architecture decision records
Nesko
March 2025 – Present
Cut DynamoDB spend by 88.24% by redesigning the table schema and indexing strategy around observed query patterns.
- 88.24% DynamoDB cost reduction
- Live on Google Play
nesko.app
2026 – Present
Gives Nesko a front door that explains the method before the download, instead of sending prospects straight to a store listing.
- 1.69k unique viewers, last 24h
DeLightfully Made 818
February 2026 – Present
Removed 20 hours a week of manual coordination by giving non-technical staff direct control of products, orders and materials.
- 20 hrs/wk manual coordination removed
- 2 RAG-grounded agents in production