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 (30)
adapter10
langchain9
chatgpt9
tensorflow-hub9
llm9
python9
typescript9
machine-learning9
ai9
generative-ai9
gemini9
openai9
documentation9
anthropic9
pydantic8
Programming languages (3)
Github contributions (5)
vineetm/siamese-network
Oct 2017 - Jan 2018
Contributions:176 pushes, 1 branch in 3 months
vineetm/ell-881-2018-deep-learning
Jul 2018 - Oct 2018
Course Materials for ELL 881 2018: Fundamentals of Deep Learning
Contributions:39 commits, 28 pushes, 1 branch in 3 months
deep-learning
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