Manideep Kolla
Machine Learning Manager at HyperVerge
Bengaluru, Karnataka, India
Summary
👤
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 (95)
python10
deep-learning10
svg10
medical-imaging10
javascript10
convolutional-neural-networks10
cancer-detection10
ml10
ai10
face-recognition10
neural-network10
html10
computer-vision10
artificial-intelligence10
semantic-segmentation10
Programming languages (9)
Github contributions (5)
manideep2510/melanoma_segmentation
Apr 2018 - Apr 2019
Segmentation of skin cancers on ISIC 2017 challenge dataset.
Contributions:25 commits, 20 pushes, 1 branch in 1 year
segmentationmedical-imagingcancer-detectiondeep-learningcomputer-vision
manideep2510/eye-in-the-sky
Dec 2018 - Jun 2019
Satellite Image Classification using semantic segmentation methods in deep learning
Contributions:91 commits, 1 PR, 27 pushes in 6 months
deep-learningimage-classificationsemantic-segmentationremote-sensingcomputer-vision
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