Vince Kumar
Machine Learning Engineer
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolVince Kumar is a Machine Learning Engineer in San Francisco with nine years of experience building and deploying production ML systems, particularly in computer vision for apparel at scale. He has reduced inference runtimes dramatically (e.g., ~1900x speedup for visual similarity search), built robust ETL and data annotation pipelines, and delivered end-to-end solutions from problem framing to monitoring. As a former CTO/co-founder and early data science fellow, he pairs technical depth in model engineering and big-data tooling with product-minded startup experience. Vince aims to deploy technology that positively impacts over a billion people and brings a practical mix of research, optimization, and decentralized-app interest to that mission.
10 years of coding experience
3 years of employment as a software developer
Bachelor of Science (B.S.), Biochemistry, Bachelor of Science (B.S.), Biochemistry at The University of Texas at AustinData Science, Data Science at Galvanize - San Francisco, SoMa
Hindi, Spanish, English
Stackoverflow
3reputation
313reached
0answers
1question
Github Skills (30)
python10
numpy9
machine-learning9
tensorflow9
gpu9
neural-network9
deep-learning9
gpu-acceleration8
deep-neural-networks8
ml8
tensor8
autograd7
pandas6
algorithms6
object-detection5
Programming languages (2)
Github contributions (5)
VinceKumar/Subreddit-Recommender-Capstone
May 2017 - Jul 2017
Contributions:20 commits, 31 pushes, 1 branch in 2 months
VinceKumar/Speed-Dating-Prediction
Feb 2017 - May 2017
Contributions:13 pushes, 1 branch in 3 months
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