Avinash Ranganath
Lead Machine Learning Engineer at Freelance
Stockholm, Sweden
Summary
👤
Senior🎓
Top SchoolAvinash Ranganath is a Lead Machine Learning Engineer based in Stockholm with a decade of experience bridging academic robotics research and production ML systems. He holds a PhD in Intelligent Robotics and has driven research on locomotion, morphology and learning for legged and limbless robots before transitioning to applied roles at KTH, Clemson and as a freelance RL/ML engineer. Currently leading ML efforts at Brick, he combines deep reinforcement learning expertise with practical deployment experience building perception and control systems, including a UAV visual recognition project during an industry internship. Comfortable switching between research and product delivery, he has a track record of turning novel robot learning ideas into reproducible implementations and consulting on RL solutions. His background across European and US institutions gives him a cross-cultural, research-driven approach to engineering complex ML pipelines. Avinash’s profile reflects both academic rigor and hands-on software engineering—someone who still treats models as experiments and production systems as engineering.
11 years of coding experience
12 years of employment as a software developer
Master's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at The University of EdinburghCharles III University of Madrid (Universidad Carlos III de Madrid)Bengaluru University
English, Kannada, Hindi, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (10)
spn10
tensorflow9
machine-learning9
deep-learning9
inference8
python8
neural-network6
visual-odometry5
ml5
deep-neural-networks5
Programming languages (2)
Github contributions (5)
nash911/ANN-Backpropagation
Sep 2015 - Nov 2020
Contributions:13 commits, 5 pushes, 2 branches in 5 years 2 months
nash911/nash911.github.io
Nov 2020 - Jan 2026
Contributions:21 pushes in 5 years 2 months
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