Justin Smith

Senior AI Data Scientist

California, United States
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Summary

👤
Senior
🎓
Top School
Justin Smith is a Senior AI Data Scientist with eight years of experience building and deploying NLP and ML solutions across academia, federal government, and industry. He has led teams and technical initiatives at healthcare and medtech companies—delivering production MLOps, faster model training/inference, and revenue-impacting solutions including a regex system that quadrupled product revenue and recovering $300M in projected revenue. His work spans end-to-end pipelines from PySpark preprocessing and PyTorch Lightning reimplementations to LLM/RAG proofs-of-concept and Streamlit apps used to persuade executives. A former AAAS Science & Technology Policy Fellow and PhD physicist, he brings rigorous quantitative modeling, published research, and cross-disciplinary collaboration to product-focused problems. He also mentors engineers, builds reusable Python packages and tooling, and has translated research prototypes into scalable production systems. Based in California, he combines academic depth with practical engineering that prioritizes reproducibility, cost efficiency, and measurable business outcomes.
code8 years of coding experience
job14 years of employment as a software developer
bookBachelor of Science Physics, Bachelor of Science Physics at University of California, Davis
bookUniversity of California, Irvine
languagesEnglish
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Github Skills (4)

natural-language-processing1
machine-learning1
data-science1
deep-learning1

Programming languages (1)

Python

Github contributions (5)

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Contributions:14 commits, 7 pushes in 2 months
Create summaries of text that are tuned for improving classification accuracy.
Contributions:2 PRs, 11 pushes, 1 branch in 6 months
nlpclassificationpythonmachine-learningtuned
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Justin Smith - Senior AI Data Scientist