Prabhu Kumar
Technical Specialist, Machine Learning at AUMOVIO
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolPrabhu Kumar is a Technical Specialist in Machine Learning with about nine years of experience and over 7.5 years focused on machine vision, computer vision, and generative AI. He has led advanced perception work for autonomous driving—trajectory prediction with hierarchical graph neural networks and multi-sensor fusion (radar, camera, HD maps) for robust tracking—at Continental and now drives ML initiatives at AUMOVIO. His background spans end-to-end research and production, from GAN-based image generation and internal AI stack development to practical IoT and agricultural imaging solutions during early research roles. Comfortable with graph ML and game-theoretic thinking, he blends deep learning expertise with systems-level engineering to ship safety-critical, real-time models. Based in Bengaluru, he pairs an MTech from IIT(ISM) Dhanbad with hands-on contributions across industry and startups, often tackling problems where sensor heterogeneity and real-world constraints matter.
9 years of coding experience
7 years of employment as a software developer
Master of Technology - MTech Computer Science, Master of Technology - MTech Computer Science at Indian Institute of Technology (Indian School of Mines), DhanbadBachelor of Technology - BTech Computer Science, Bachelor of Technology - BTech Computer Science at Bharath Institute of Higher Education and ResearchDeep Learning in Python Computer Science, Deep Learning in Python Computer Science at PyImageSearch Gurus
English, Hindi
Stackoverflow
69reputation
45kreached
4answers
7questions
Github Skills (65)
python10
image-processing10
deep-learning10
onnx10
neural-network10
computer-vision10
data-science10
tensorflow10
pytorch10
machine-learning10
keras10
ml9
hardware-acceleration9
high-performance9
interoperability9
Programming languages (4)
Github contributions (5)
prabhuiitdhn/Computer-visions-in-OpenCV
Sep 2017 - Dec 2024
Contributions:8 pushes, 1 branch in 7 years 3 months
prabhuiitdhn/Machine-Learning
Sep 2017 - Jan 2022
Contributions:11 pushes, 1 branch in 4 years 4 months
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