Souvik Kundu
Senior ML Engineering Manager at Apple
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolSouvik Kundu is a Senior ML Engineering Manager in the San Francisco Bay Area with a decade of experience building production-grade AI systems at Apple and Microsoft. He specializes in Large Language Models, post-training optimization, Retrieval Augmented Generation, and agentic AI, translating cutting-edge research into scalable products. His background includes a PhD-focused research trajectory in deep learning, speech recognition and NLP from the National University of Singapore and hands-on research stints at AI2 and the University of Washington. Known for bridging rigorous academic methods with engineering delivery, he moves teams from prototype to deployed systems while exploring novel ways to make information more accessible and actionable. An inquisitive leader, he combines technical depth in model engineering with practical experience shipping ML at scale inside two of the world’s largest tech organizations.
10 years of coding experience
11 years of employment as a software developer
Bachelor's of Engineering (B.E.) Electronics & Telecommunication Engineering, Bachelor's of Engineering (B.E.) Electronics & Telecommunication Engineering at Jadavpur UniversityDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at National University of Singapore
English
Github Skills (22)
corpus10
parsing10
database10
semantic-parsing9
machine-learning9
natural-language-processing9
semantic9
nlp9
python8
deep-learning8
pytorch8
data-science8
java7
cntk7
tensorflow7
Programming languages (3)
Github contributions (5)
nusnlp/amanda
Jan 2018 - Sep 2018
Contributions:7 commits, 7 pushes, 1 branch in 8 months
sk210892/sk210892.github.io
Jun 2020 - Jun 2023
Contributions:11 pushes, 1 branch in 3 years 1 month
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