Premkumar Udaiyar
Machine Learning Engineer 1 at Amazon
Newark, New Jersey, United States
Summary
👤
Senior🎓
Top SchoolPremkumar Udaiyar is a Machine Learning Engineer with 8 years of experience focused on deep learning and computer vision, currently contributing at Amazon after prior ML roles at Learnable and research internships at SRI and Kodak Alaris. He combines an electrical and computer engineering background (University of Mumbai, RIT) with hands-on experience taking vision models from research prototypes to production-facing systems. Known for algorithm design, he tackles practical CV challenges—data pipelines, model optimization, and deployment trade-offs—while keeping an eye on novel architectures. Based in Newark, NJ, he brings both industry and research perspectives, making him adept at bridging experimental ideas with scalable implementation.
8 years of coding experience
2 years of employment as a software developer
Master's degree, Computer Engineering, Master's degree, Computer Engineering at Rochester Institute of TechnologyBachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at University of Mumbai
English, Hindi, Marathi, Tamil
Github Skills (15)
nvidia9
sdk7
tensorrt7
optimizer7
latency6
throughput6
inference6
deep-learning6
low-latency5
high-performance5
machine-learning5
tensorflow4
gpu-acceleration3
pytorch1
computer-vision1
Programming languages (2)
Github contributions (5)
pxu4114/Image-captioning
Jun 2018 - May 2019
Contributions:6 commits, 4 pushes, 1 branch in 11 months
pxu4114/CMR
May 2019 - Jul 2019
Contributions:8 commits, 19 pushes, 1 branch in 1 month
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