fairlearn #1698
Fix: raises on missing values in MetricFrame sensitive and control features.
01AI · Open source
AI Products — Edward Yi
From medical AI to agent systems.
Builds medical AI, agent systems and developer tools, after nine years leading development teams, with contributions merged into open-source projects.
02In numbers
The record in numbers.
- OpenAI Build Week 2026, HackerRank Orchestrate 2026
- Top 5%
- Built with Claude: Life Sciences selection
- 500 / ~6,000
- Merged open-source contributions (5 code, 1 docs)
- 6
- Leading development
- 9 years
- International clients
- 15+
03Open source
Merged open-source contributions.
fairlearn #1681
Docs: added versionadded notes for the postprocessing API.
skorch #1151
Fix: raises a clear error when ValidSplit gets an IterableDataset.
skorch #1149
Feature: prints optimizer param groups when verbose.
qdrant-client #1373
Fix: applies root filters after local fusion.
opik #7593
Fix: logs the direct experiment URL from evaluate().
04Products · 1 / 2
Products we built.
Wink
Coding-agent appA Windows desktop app that runs several coding agents as one team.
SecondLook
Medical AIEfficientNet-B4 on 129k pathology tiles. Claude audits the attention map behind every positive finding, and the doctor makes the final call.
05Products · 2 / 2
Products we built.
AgentLoop
Local agent systemLocal agent loops with a planner, fresh workers and a critic, plus a file-based rubric and dashboard.
HeadlineReport AI News
AI news pipelineAn AI news pipeline that publishes articles on a schedule.
06Recognition
Recognition.
07Record
fairlearn #1698 merged.
08Website