Sumon Dey
Teaching Assistant at Emory University
Georgia, United States
Summary
👤
Senior🎓
Top SchoolSumon Dey is a PhD student and teaching assistant at Emory University with a decade of experience building data-driven systems and machine learning solutions across academia and industry. He has delivered end-to-end data pipelines, scalable microservices, and transformer-based NLP models, accelerating inference with ONNX and improving model accuracy and automation in production settings. His recent work spans AI for healthcare, XAI, computer vision, and EV infrastructure analytics, combining research interests with practical deployment using Docker, Kubernetes, Terraform, and cloud platforms. Notably, he has optimized resource allocation and vehicle routing models and boosted an email-pattern system’s accuracy by over 20% through automation and infrastructure improvements. Based in Georgia, he maintains an active portfolio and GitHub that reflect both research publications and applied engineering projects.
10 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science & Informatics, Doctor of Philosophy - PhD, Computer Science & Informatics at Emory UniversityComputer Science & Telecommunication Engineering, Computer Science & Telecommunication Engineering at Noakhali Science and Technology UniversityHSC,Science ,GPA 5.00, HSC,Science ,GPA 5.00 at Cox's Bazar Government College
Github Skills (13)
lucene9
sparse9
representations9
information-retrieval8
record-linkage8
retrieval8
similarity7
java7
cosine-similarity6
python6
jekyll-theme5
jekyll5
github-pages3
Programming languages (4)
Github contributions (5)
SumonKantiDey/sumonkantidey.github.io
Apr 2020 - Sep 2024
A beautiful Jekyll theme for academics
Contributions:1 PR, 57 pushes, 2 comments in 4 years 5 months
academicsbeautiful-jekylljekylljekyll-themebeautiful-jekyll-theme
SumonKantiDey/Online-Judge-Problems-Solution
Dec 2015 - Nov 2017
Contributions:86 commits, 85 pushes, 1 branch in 1 year 11 months
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