Shreya Chakraborty
Machine Learning Engineer at CHAOS Industries
United States
Summary
👤
Senior🎓
Top SchoolShreya Chakraborty is a Machine Learning Engineer with nine years of experience applying ML to impactful medical imaging problems, currently working in the Bay Area. She has led end-to-end development and deployment of pathology models—achieving pathologist-level performance across multiple out-of-distribution datasets and rolling production systems into 10+ US labs. Her work spans designing pan-IHC foundational tissue models, graph neural networks for semi-supervised teacher-student training, and practical MIL improvements, grounded in a Johns Hopkins MS and a strong research background. She combines a careful, problem-first mindset with hands-on productionization experience and a track record of publishing and presenting at ML-for-Health venues. A less obvious strength is her blend of mentorship and community-building—reviving an ML journal club and co-mentoring interns—helping teams learn as they ship.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering (B.E.), Electronics and Telecommunication Engineering, Bachelor of Engineering (B.E.), Electronics and Telecommunication Engineering at Jadavpur UniversityMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Johns Hopkins Whiting School of Engineering
English, Hindi, Bengali
Github Skills (5)
correlation10
region10
spread6
prediction-model3
prediction2
Programming languages (4)
Github contributions (5)
Doras96/CourseraWebDesign
Jan 2017 - Sep 2019
Contributions:6 pushes, 1 branch in 2 years 7 months
wd2311/aidesign-proj
Mar 2020 - Apr 2020
-TBD-
Contributions:14 PRs, 37 pushes, 1 branch in 1 month
androidtbd
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