Sandeep Menon
Software Engineer, Deep Learning at Kodiak
Mountain View, California, United States
Summary
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Rockstar🎓
Top SchoolSandeep Menon is a software engineer specializing in deep learning and computer vision with 11 years of experience building scalable, production-ready systems for autonomous driving and cloud platforms. Currently at Kodiak in Mountain View, he develops onboard and offboard vision capabilities and previously engineered a low-latency inference engine with custom CUDA kernels to run 3D sparse convolutions under 40ms. His work spans sensor fusion, 3D semantic segmentation, targetless calibration, and cost-saving GPU orchestration on Azure, demonstrating both research rigor and operational impact. An MS CS from NYU with roots at NITK, he blends core software engineering discipline from Microsoft cloud services with hands-on robotics perception, and has a particular interest in data synthesis via adversarial networks and computational geometry. Notably, he has driven annotation-speed improvements and tangible infrastructure savings while shipping models that meaningfully improve on-road scene understanding.
11 years of coding experience
4 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at New York UniversityNanodegree Computer Vision, Nanodegree Computer Vision at UdacityKendriya Vidyalaya SangathanBachelor of Technology (BTech) Computer Science, Bachelor of Technology (BTech) Computer Science at National Institute of Technology Karnataka
Japanese
Stackoverflow
13reputation
80reached
0answers
1question
Github Skills (200)
datasets10
data-cleaning10
camera10
neural-network10
computer-vision10
data-science10
semantic-segmentation10
lidar10
python10
gpu-acceleration10
slam-algorithms10
acceleration10
crowd10
orb10
sensor10
Programming languages (16)
Github contributions (5)
sandeepnmenon/Competitive-Coding
Apr 2015 - Oct 2023
Competitive programming practice and Online programming contest participation
Contributions:6 PRs, 124 pushes, 6 branches in 8 years 7 months
pythonc-plus-pluscontest-programmingcompetitive-programmingdata-structures
DeepenAIIndia/chessboard_detection
May 2022 - Apr 2023
Contributions:2 releases, 28 reviews, 2 PRs in 10 months
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