Sourish Kundu
Inference Engineer at Luma AI
United States
Summary
🤩
Rockstar🎓
Top SchoolSourish Kundu is an Inference Engineer with eight years of hands-on experience building and optimizing machine learning systems that bridge technology and product impact. He has driven significant training and inference speedups at scale—implementing distributed training, mixed precision, and checkpoint strategies at ByteDance—and now focuses on delivering production-ready ML inference at Luma AI. His background spans roles from CTO of a startup to internships at AWS and Capital One, giving him a blend of systems, cloud, and ML engineering expertise. Sourish also co-founded a pandemic-era startup and creates public-facing work on sourish.dev and a technical YouTube channel, signaling a strong bias for shipping and teaching. Notably, he pairs deep performance optimization skills (CUDA/Torch.FX) with product-minded solutions that improve safety and iteration velocity.
8 years of coding experience
5 years of employment as a software developer
Computer Science and Economics Computer Science, Computer Science and Economics Computer Science at University of Wisconsin-MadisonHigh School Diploma, High School Diploma at Eagan Senior High School
English, Bengali, Hindi
Github Skills (62)
physics-engine10
simulation10
robotics10
animation10
modeling10
emoji9
desktop9
dynamics9
windows9
simulations9
physics9
c-library9
cpp8
jetson8
python8
Programming languages (8)
Github contributions (5)
Sourish07/Super-Mario-Bros-RL
Jan 2021 - Aug 2024
Using Reinforcement Learning algorithms to teach the computer to beat Super Mario Bros
Contributions:6 PRs, 26 pushes, 16 branches in 3 years 7 months
Sourish07/sourish07.github.io
Dec 2019 - Mar 2025
Personal website
Contributions:74 PRs, 567 pushes, 87 branches in 5 years 3 months
reactnextjs
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