Will Griffin
Senior Data Scientist @WebMD Ignite
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WORK HISTORY
Senior Data Scientist @WebMD Ignite
Independently own and deliver predictive modeling projects end-to-end, including a deployed CatBoost classifier• Fine-tune transformer models (BERT, Flan-T5, BART) for classification, semantic retrieval, and text simplification as ML components of an agentic assistant• Apply PII detection and anonymization (Presidio) within NLP pipelines• Manage full ML lifecycle — experiment tracking, CI/CD, model versioning, and isolated evaluation environments
EDUCATION
University of Virginia
College of Arts and Sciences, B.A. English Language and Literature
General Assembly
Data Analytics On-Demand
General Assembly
Design Your Data: Tableau Bootcamp
University of Virginia
McIntire School of Commerce, Certificate in Business Fundamentals
General Assembly
Intermediate SQL Bootcamp
General Assembly
Advanced Excel Workshop
General Assembly
Data Science Immersive
SKILLS
ABOUT WILL GRIFFIN
Senior Data Scientist with five years of experience building and deploying machine learning systems in healthcare, with prior experience in logistics and operations.My work spans the full ML lifecycle, from modeling health risk, utilization, and classification problems to fine-tuning and deploying NLP and large language models for clinical applications. I design production pipelines, own systems end-to-end, and care about the gap between a model that works in a notebook and one that holds up in production.Before data science, I spent eight years in logistics — managing operations, aligning teams, and solving problems under real constraints. That background shaped how I approach technical work: with an eye toward what\'s actually useful, not just what\'s technically interesting.I\'m always open to conversations about interesting problems in data science, AI, and ML.Technical focus areas: predictive modeling · clinical NLP · LLMs & RAG · MLOps · healthcare analytics | Python · TensorFlow · CatBoost · Databricks
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