Ankur Kumar
Vice President at JPMorgan Chase & Co.
Karnataka, India
Summary
👤
Senior🎓
Top SchoolAnkur Kumar is a Vice President and lead data scientist with ~10 years of experience building and productionizing LLM and NLP products at scale, currently driving Text-to-SQL and RAG-powered document QA platforms for JPMorgan Chase. He combines research-caliber achievements—ranking 6th on SQuAD 2.0 and being the first to solve all 20 Facebook bAbI tasks at 100%—with hands-on engineering: deploying models on AWS ECS/SageMaker, building vector search with FAISS/OpenSearch, and shipping no-code AutoNLP and smart payment automation systems. Comfortable across the ML stack, he pairs deep learning and NLU expertise with big-data tooling (Hadoop, Spark, ELK) and pragmatic product delivery. Ankur’s background in both image and text modeling, plus his open-source contributions and competition wins, signal a practitioner who bridges cutting-edge research and reliable production.
10 years of coding experience
8 years of employment as a software developer
B.Tech Computer Science and Engineering, B.Tech Computer Science and Engineering at AJAY KUMAR GARG ENGINEERING COLLEGE, GHAZIABADIntermediate, Intermediate at Saraswati Vidhya Mandir
Stackoverflow
926reputation
85kreached
24answers
6questions
hadoop
top-5%
Github Skills (74)
python10
cml10
deep-learning10
mlops-workflow10
nlp10
natural-language-understanding10
tensorflow10
google10
watson10
machine-learning10
keras10
portable9
ml9
ai9
neural-network9
Programming languages (7)
Github contributions (5)
Ankur3107/ankur3107.github.io
Feb 2020 - Apr 2023
Personal Blog
Contributions:2 PRs, 65 pushes, 2 branches in 3 years 2 months
jekyll
Ankur3107/awesome-daily-blog
Aug 2019 - Nov 2021
Contributions:14 commits, 9 pushes in 2 years 4 months
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