Anil Nayak
Manager And Lead Machine Learning Engineer at Metropolis
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolAnil Nayak is a Machine Learning leader with 9 years of experience building production-ready computer vision systems and edge AI platforms, currently managing and leading ML engineering at Metropolis in Los Angeles. He combines deep learning research skills with pragmatic engineering—optimizing and deploying models on Jetson and Raspberry Pi hardware using TensorRT, CUDA, VisionWorks and VPI, and building end-to-end ML pipelines on GCP. His background spans high-throughput finance systems and embedded edge solutions, giving him a rare blend of large-scale software engineering and low-level performance tuning. Notably, he has productionized quantized, pruned models that ran reliably for months on ARM devices and drove customer wins with real-time people-detection and tracking. He is actively learning GPU performance stacks (TVM/NNVM, LLVM) to push inference efficiency further while mentoring and hiring ML and embedded engineers.
9 years of coding experience
9 years of employment as a software developer
Master's, Computer Science, 3.88 / 4.00, Master's, Computer Science, 3.88 / 4.00 at The University of Texas at ArlingtonHigh School, Science, 68%, High School, Science, 68% at Government Autonomous College AngulBachelor's degree, Information Technology, 7.93 / 10, Bachelor's degree, Information Technology, 7.93 / 10 at Veer Surendra Sai University Of Technology ( Formerly UCE ), Burla
English, Odia, Hindi
Stackoverflow
41reputation
2kreached
1answer
2questions
Github Skills (75)
opencv10
python10
image-processing10
deep-learning10
ml10
neural-network10
computer-vision10
data-science10
tensorflow10
machine-learning10
deep-neural-networks10
wysiwyg9
infrastructure-management8
infrastructure8
react8
Programming languages (6)
Github contributions (5)
anilknayak/Machine-Learning
Mar 2017 - May 2017
Contributions:2 commits, 1 push, 1 branch in 1 month
anilknayak/FaceRecognition
Jan 2018 - Jan 2020
Thesis Research and Implementation
Contributions:3 pushes, 9 issues in 2 years
thesis
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