Punit Kumar
Founding Machine Learning Engineer at Decompute
Buffalo, New York, United States
Summary
👤
Senior🎓
Top SchoolPunit Kumar is a founding machine learning engineer and MS AI candidate at SUNY Buffalo with a decade of experience building production ML systems across startups and large platforms. He has shipped high-impact models—from LSTM/Attention availability predictors and Transformer-based credit risk classifiers to BERT-powered multi-label chat fraud and intent detectors—often deploying them on AWS SageMaker for scalable inference. His work consistently blends research-grade architectures with pragmatic MLOps (Docker, Flask/Gunicorn, Nginx) and has driven measurable business gains like improved booking actions and high accuracy/recall across tasks. Trained at IIT Kharagpur, he pairs strong software engineering roots (full-stack internships, web portals, firmware exposure) with deep NLP and time-series expertise. Colleagues can expect an engineer who bridges cutting-edge models and production rigor, plus a knack for translating academic ideas into deployable products.
10 years of coding experience
7 years of employment as a software developer
Master of Science - MS Artificial Intelligence, Master of Science - MS Artificial Intelligence at University at BuffaloDual Degree(B.Tech & M.Tech), Dual Degree(B.Tech & M.Tech) at Indian Institute of Technology, Kharagpur
English, Hindi, Sanskrit
Github Skills (42)
pytorch10
python10
machine-learning10
deep-learning10
natural-language-processing10
portal10
nlp10
transformers9
django9
language-model9
bert9
tensorflow9
speech-recognition9
transformer9
jax8
Programming languages (5)
Github contributions (5)
koeli/koeli.github.io
Apr 2016 - Feb 2017
Contributions:47 commits, 26 pushes in 10 months
punit121/punit121.github.io
Jun 2017 - Dec 2021
Contributions:21 pushes, 1 branch in 4 years 7 months
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