Muntabir Choudhury
Data Scientist
Sterling, Virginia, United States
Summary
👤
Senior🎓
Top SchoolMuntabir Choudhury is a data scientist with a PhD in Computer Science and eight years of experience applying advanced AI, NLP, computer vision, and multimodal techniques to real-world problems. Her research and applied work span ETD document intelligence, LLM fine-tuning (LoRA/QLoRA), and production-grade deep learning pipelines, including multi-GPU training optimizations that halved compute time. She has a strong regulatory-data background from FDA projects—building LLM-driven decision tools and models that achieved up to 98% F1 for drug quality analysis—and a track record of turning book-length unstructured documents into structured, searchable corpora with near-perfect citation parsing. Comfortable moving models from research to deployment, she has implemented transfer learning, cross-attention multimodal classifiers, and metadata correction frameworks that notably improved indexing and retrieval. Based in Sterling, Virginia, she blends rigorous academic publication history with hands-on engineering—often optimizing infrastructure and scalability behind the scenes to make large-scale AI workflows practical.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD Computer and Information Sciences General, Doctor of Philosophy - PhD Computer and Information Sciences General at Old Dominion UniversityBachelor of Science - BS Computer Engineering, Bachelor of Science - BS Computer Engineering at Elizabethtown College
English, Spanish, Bengali
Stackoverflow
19reputation
525reached
2answers
3questions
Github Skills (33)
mining10
text-mining10
python9
google-cloud-storage6
ocr-recognition6
ocr6
beautifulsoup6
regex6
google-cloud-functions6
google-cloud-platform6
digital-preservation6
scene-text5
text-recognition5
machine-learning4
perl4
Programming languages (4)
Github contributions (5)
lamps-lab/ETDMiner
Oct 2019 - Nov 2022
Text mining on electronic theses and dissertations.
Contributions:92 commits, 1 PR, 96 pushes in 3 years 1 month
pythonminingdissertationselectronictheses
lamps-lab/lamps-lab.github.io
Oct 2020 - Oct 2020
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:127 pushes in 8 days
templategithub-pages-templatemmistakesmistakesjekyll
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