Matthew Swahn
Data Science Manager
Virginia, United States
Summary
👤
Senior🎓
Top SchoolMatthew Swahn is a Data Science Manager with eight years of experience applying statistical rigor and machine learning to government and public-sector challenges, currently leading data quality and model modernization efforts at Accenture Federal Services. He specializes in entity resolution, NLP, time series forecasting, and scalable Python migrations of legacy SAS workflows, having built production tools from semantic duplicate detection with Sentence-BERT to image search with FAISS. Matthew combines a biostatistics MS and strong practical SQL/SAS background to diagnose pipeline issues, translate complex business rules into robust models, and optimize codebases for performance and scalability. He has a track record of turning messy, multi‑team data into actionable analytics for federal bureaus and has published multiple side projects on GitHub that demonstrate his applied focus on reproducible, production-ready solutions.
8 years of coding experience
4 years of employment as a software developer
Bachelors of Science, Mathematics, 3.4, Bachelors of Science, Mathematics, 3.4 at New York University - Polytechnic School of EngineeringMS, Biostatistics, 3.7, MS, Biostatistics, 3.7 at State University of New York at Albany
Github Skills (23)
sentence10
sentiment-classification10
roberta10
electra9
multilingual9
sentence-embeddings9
similarity9
word-embeddings9
recurrent-neural-networks9
distilbert9
sentence-similarity9
nlp8
sentiment-analysis8
natural-language-processing8
torchtext8
Programming languages (2)
Github contributions (5)
MatthewSwahn/EMGaussianMixtureModel
Jan 2019 - Oct 2019
Contributions:112 commits, 56 pushes, 4 branches in 9 months
MatthewSwahn/kaggle-whats-cooking
Oct 2019 - Feb 2020
Contributions:18 pushes in 4 months
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