Rinu Boney
Machine Learning Engineer at Apple
Helsinki, Mainland Finland, Switzerland
Summary
👤
Senior🎓
Top SchoolRinu Boney is a Machine Learning Engineer and Deep RL PhD with 11 years of academic and industry experience, currently building foundation models at Apple after leading RL efforts for autonomous systems. Her work spans sample-efficient deep reinforcement learning, model-based RL for industrial control, and real-world robot navigation and wireless network applications developed at Nokia Bell Labs and Aalto University. She has applied research to product settings at Supercell and Curious AI, including open-sourcing early work like Tagger, and brings a track record of turning sample-efficiency advances into production-relevant systems. Based in Helsinki with roots in India and professional ties to Switzerland, she combines rigorous academic training with hands-on engineering across both research and large-scale industry environments.
12 years of coding experience
4 years of employment as a software developer
The High Range SchoolDoctor of Science (Technology), Deep Reinforcement Learning, Doctor of Science (Technology), Deep Reinforcement Learning at Aalto UniversityBachelor of Technology (BTech), Computer Science, Bachelor of Technology (BTech), Computer Science at Cochin University of Science and Technology
English, Malayalam, Tamil
Stackoverflow
93reputation
4kreached
0answers
2questions
Github Skills (35)
dataflow10
python10
mxnet10
unsupervised-learning10
deep-learning10
julia10
javascript9
scala9
machine-learning9
tensorflow9
gpu9
neural-network9
go9
mobile9
deep-neural-networks8
Programming languages (4)
Github contributions (5)
AaltoVision/realant-rl
Oct 2020 - Jan 2022
Reinforcement learning with RealAnt: an open-source low-cost quadruped
Contributions:10 commits, 9 pushes in 1 year 2 months
reinforcement-learning
rinuboney/ladder
Nov 2015 - Mar 2017
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
Contributions:17 commits, 1 PR, 14 pushes in 1 year 3 months
deep-learningunsupervised-learningladder-networkdeep-learning-algorithms
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