Siddharth Ravi
Marie Skłodowska-Curie Early-Stage Researcher at University of Alicante
Alicante, Valencian Community, Spain
Summary
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Senior🎓
Top SchoolSiddharth Ravi is a machine learning and computer vision researcher with nine years of experience and a Marie Skłodowska-Curie Early-Stage Researcher at the University of Alicante. He specializes in end-to-end ML pipelines—from data creation to model deployment—with a focus on visual privacy, omnidirectional cameras, and interpretable AI for active and assisted living. His work blends reinforcement learning with privacy-preserving vision, including distillation of soft decision trees to interpret deep RL policies using evolutionary algorithms, grounded in a systems and control mindset from his Delft MSc in Systems & Control. He has broad experience across academia and industry, with prior roles at Q-Free ASA and Tilburg University, and research stints at Stockholm University. Based in Alicante, he brings a practical, deployment-oriented approach to cutting-edge ML research, connecting research insights to real-world privacy and transportation applications.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Universitat d'AlacantMaster of Science - MS, Systems & Control, Master of Science - MS, Systems & Control at Delft University of Technology
English, Japanese, Spanish, Swedish
Github Skills (71)
caffe9
notebook9
datamining9
manifold9
jupyterlab9
keras9
cml8
caffe28
lifecycle8
reinforcement-learning8
jupyter8
apache-spark7
firefox-addon7
mxnet7
vim7
Programming languages (7)
Github contributions (5)
mallochio/mallochio
Dec 2022 - Mar 2025
Contributions:7 pushes, 1 branch in 2 years 3 months
mallochio/reprojection
Feb 2024 - Jan 2025
Contributions:24 pushes in 10 months
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