Vineet Kumar
Applied Scientist at Amazon
Spain
Summary
👤
Senior🎓
Top SchoolVineet Kumar is an applied scientist with 11 years of experience building production-ready NLP and conversational AI systems, currently at Amazon after a long tenure at IBM Research Labs in India. He combines research pedigree—graduate work with Andrew McCallum on phrase vectors and state-of-the-art NER—with hands-on engineering, from kernel-level storage work at a Bangalore startup to deploying Carbon React apps on Kubernetes. At IBM he co-invented a fast online clustering algorithm for intent recommendations and delivered analytical tools that became part of a major customer-support bot workflow. Comfortable moving between prototyping novel algorithms and shipping scalable systems, he has publications in SIGIR and COLING and a knack for learning new stacks quickly to close product gaps. Based in Spain, he blends rigorous academic foundations (MS Computer Science, UCSD) with practical impact across research and industry.
11 years of coding experience
13 years of employment as a software developer
University of California, San DiegoBTech Information Technology, BTech Information Technology at Malaviya National Institute of Technology Jaipur
Hindi, English
Github Skills (28)
adapter10
tensorflow-hub9
machine-learning9
deep-learning9
documentation9
lora8
python8
tensorflow8
pytorch8
transformers7
deep-neural-networks7
sequence-to-sequence6
nmt6
llm6
translation6
Programming languages (3)
Github contributions (5)
vineetm/notes
Oct 2017 - Apr 2024
Contributions:50 pushes, 1 branch in 6 years 7 months
vineetm/siamese-network
Oct 2017 - Jan 2018
Contributions:176 pushes, 1 branch in 3 months
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