Ashiesh Thomas Mathews
Georgetown University M.S in Management ‘26 (STEM) | Ex-IQVIA | Digital Transformation | Product Strategy | Agile
- Role
- Graduate Research Assistant at Massive Data Institute
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Ashiesh Thomas Mathews
Master’s degree in Management from Georgetown University McDonough School of Business…
Experience
Graduate Research Assistant
Aug 2025 — Present · DC, US
Led a research project applying large language models to classify over U.S. coal-mine incident reports, using 3,500+ human-labeled cases as the benchmark for accuracy.•Built and deployed a Python-based pipeline to clean data, apply majority-vote consensus, and automate model evaluation, ensuring reproducible and scalable analysis.•Delivered actionable insights by comparing model performance and recommending the most reliable AI approach.
Education
Georgetown University McDonough School of Business
Master's degree, Business Administration and Management, General
TKM College of Engineering , Kollam
Bachelor of Technology - BTech (Honors), Computer Science Engineering
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