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.
11 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 (39)
portable10
dep10
python10
mxnet10
machine-learning10
deep-learning10
mutation10
data-science9
dataflow9
javascript9
scheduler9
scala9
tensorflow9
gpu9
neural-network9
Programming languages (3)
Github contributions (5)
rinuboney/clatern
Sep 2014 - Aug 2015
Contributions:46 commits, 16 PRs, 18 pushes in 11 months
clojuremachine-learningdata-science
AaltoVision/realant-rl
Oct 2020 - Jan 2022
Contributions:10 commits, 9 pushes in 1 year 2 months
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