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 (#pilot7-design-skills) project, where he has authored 20 silent-failure benchmark cases across the group-sequential-design, admiral-adsl, admiral-bds, clinical-trial-simulation, and r2rtf skills (Issues #36-40, #165-175). Two of those benchmarks led to merged fixes: PR #152 (admiral-bds, confirmed by four independent re-runs, 94.4% → 98.9%) and PR #187 (admiral-adsl, fixing a previously dead-stubbed PPROTFL derivation). His work has been 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 California, 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
  • Python Programming Language

Emmanuel Fle Chea

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

Minneapolis, Minnesota, United States

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