I am a Research Engineer at DeepMind, where I build transformational products with the latest
Artificial Intelligence Research!
Below are some highlighted projects during my school and university years:
Machine Learning
Won the Lane Following competition of the AI-DO 3 at NeurIPS 2019! I implemented an imitation learning
algorithm, developed its training regime on several datasets and built its architecture with the
independence of every neuron in mind. The code is available on
GitHub.
[December 2019]
Trained a Dota 2 agent using replays of high-rated players available online.
Check out the code on
GitHub.
You can also watch the sample episodes of the agent
here and
here.
[June 2019]
Participated in the AI-DO 2 competition at ICRA 2019. We won the second edition of the competition
by integrating a road segmentation algorithm into a conventional autonomous driving stack.
The code for the method is on GitHub.
[May 2019]
Placed 4-th in the first edition of the AI Driving Olympics (AI-DO 1) by using an end-to-end
reinforcement learning algorithm. You can find the code on
GitHub.
[December 2018]
Software Engineering
Developed a plugin for IntelliJ based IDEs that allows you to
lookup relevant to your editor context documentation on Stack Overflow.
The plugin is available for
download
and
open-sourced.
[June 2018]
Competitive Programming
Placed at the top 10%,
winning a silver medal
at the International Olympiad in Informatics (IOI) 2015.