Arnav Varma
Machine Learning Engineer, Computer Vision at Gather AI
Eindhoven, North Brabant, India
Summary
👤
Senior🎓
Top SchoolArnav Varma is a machine learning engineer specializing in deep learning and computer vision with about nine years of industry experience and a First Class MSc in Artificial Intelligence from the University of Edinburgh. He has built production-grade systems across 3D vision, HD map automation, ADAS, multimodal transformers, and continual learning, combining deep learning, classical vision, and geometric methods. His work at TomTom and NavInfo focused on end-to-end HD map generation, robust segmentation under domain shift, and self-supervised metric-scale depth and intrinsics estimation, contributing to nine peer-reviewed papers and three patents. Comfortable bridging research and engineering, he leads practical automation efforts—such as the first internal solution for junction maneuvers—while applying test-driven development and regression metrics to scale coverage. Based in Eindhoven, he brings a rare mix of robotics, mixed-reality, and applied research experience that targets reliability and efficiency in real-world, shifting-data environments.
9 years of coding experience
7 years of employment as a software developer
Master’s Degree, Artificial Intelligence, First Class, Master’s Degree, Artificial Intelligence, First Class at The University of EdinburghBITS Pilani, Birla Institute of Technology and Science
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (12)
depth-estimation10
depth9
computer-vision7
pytorch6
deep-learning6
neural-network4
loss2
ieee1
machine-learning1
self-supervised-learning1
supervised-learning1
temporal-data1
Programming languages (2)
Github contributions (5)
ArnavVarma/Tracking
Feb 2017 - Nov 2018
Contributions:7 pushes, 2 branches in 1 year 8 months
NeurAI-Lab/DynamicContinualLearning
Dec 2022 - Mar 2023
Contributions:5 commits, 4 pushes, 1 branch in 2 months
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