Jan D.
Data Scientist | Advancing Healthcare Operations through AI
- Role
- Senior Data Scientist at White Plume Technologies
- Location
- Houston, TX, US
- LinkedIn followers
- 500 followers
About Jan D.
I am a Senior Data Scientist with a strong foundation in Statistics, Machine Learning…
Experience
Senior Data Scientist
Jan 2023 — Present · US
Developed customer‑facing predictive ML models in Python (AWS SageMaker, Docker, Flask) on 10m+ healthcare encounters, improving forecast accuracy by 69%.* Generated embeddings with HuggingFace health‑optimized LLMs to cluster and compare encounters, providing better predictions and actionable RCM changes.* Refined rule sets using encounter change data using ML, reducing False Alarm rate by >20%.* Optimized Snowflake ETL process, cutting computation time and providing new dynamic tables used for analytics and ML.
Education
Center for Monetary and Financial Studies (CEMFI)
Master in Economics and Finance
2016 — 2018
Rice University
Mathematical-Economic Analysis, Economics
2012 — 2016
University of Oxford
Econometrics
2015 — 2015
Skills
- Spanish
- Educational Consulting
- Higher Education
- Entrepreneurship
- Tutoring
- Matlab
- Python
- Economics
- Stata
- Microsoft Office
- Research
- Data Analysis
- R
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