Speaker

Emmanuel Fle Chea

Emmanuel Fle Chea

Founder & CEO, Lexify Health | Clinical Data Scientist | RConsortium pharma-skills Contributor

Minneapolis, Minnesota, United States

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Emmanuel Fle Chea is a Clinical Data Scientist and Informatician with 7+ years of experience building production-grade pipelines across EHRs, claims, registries, and biomarkers. He is the Founder and CEO of Lexify Health, a clinical policy intelligence platform, and a merged contributor to the RConsortium pharma-skills project. His work includes five silent-failure benchmarks for the group-sequential-design skill (Issues #36–40), six benchmark evaluations for the admiral-adae and admiral-bds skills, and a merged skill fix (PR #152) confirmed by four independent re-runs improving scores from 94.4% to 98.9%. Acknowledged by project lead Yilong Zhang (Health Quantitative Scientist, Meta). He also developed the Calibration Blindspot Benchmark for the Kaggle AGI Hackathon 2026 and won 1st place at the HeatMap Hackathon 2026 sponsored by the American Burn Association. Based in Minnesota, USA.

Area of Expertise

  • Health & Medical
  • Information & Communications Technology

Topics

  • Clinical Data Science
  • AI Evaluation & Safety
  • AI Evaluation & Benchmarking
  • Pharmaceutical Statistics
  • Clinical Trials
  • R Programming

Emmanuel Fle Chea

Founder & CEO, Lexify Health | Clinical Data Scientist | RConsortium pharma-skills Contributor

Minneapolis, Minnesota, United States

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