Manideep Kolla
Machine Learning Manager at HyperVerge
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolManideep Kolla is a Machine Learning Manager with nine years of experience building production-grade deep learning systems at the intersection of face biometrics, document AI, and fraud detection. He has led R&D that placed among the top entrants in NIST's FRVT 1:N leaderboard and engineered efficient distributed training and inference pipelines adopted company-wide. His work spans large-scale face search, racial-bias mitigation in face recognition, deepfake detection, and multi-modal biomedical and speech tasks, with a track record of shipping low-latency models used by hundreds of clients. A product-minded researcher and former convenor of IIT Guwahati’s Entrepreneurial Development Cell, he blends hands-on model optimization (TensorRT, Triton, ONNX) with business-facing POCs and team mentorship. Based in Bengaluru and pursuing advanced studies at Georgia Tech, he combines academic rigor with an activist drive to make identity technologies fairer and more accessible.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Technology Electronics and Communication Engineering, Bachelor of Technology Electronics and Communication Engineering at Indian Institute of Technology, GuwahatiMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Georgia Institute of Technology
English, Telugu, Hindi
Stackoverflow
41reputation
398reached
0answers
1question
Github Skills (121)
python10
triple10
unet-image-segmentation10
deep-learning10
svg10
satellite10
face10
javascript10
convolutional-neural-networks10
charts10
ml10
ai10
face-recognition10
html10
neural-network10
Programming languages (8)
Github contributions (5)
manideep2510/melanoma_segmentation
Apr 2018 - Apr 2019
Contributions:25 commits, 20 pushes, 1 branch in 1 year
manideep2510/ECG-acquisition-classification
May 2019 - Sep 2019
Single Lead ECG signal Acquisition and Arrhythmia Classification using Deep Learning
Contributions:35 commits, 2 PRs, 34 pushes in 4 months
signalleaddeep-learningarduinokeras-tensorflow
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