General AI for FPS
2018 – 2019Research & development
A generalist agent for classic first-person shooters. Doom (1998) and Counter-Strike 1.6, learned with deep RL, documented in public as a journal.
- ViZDoom and screen-capture CS 1.6 environments.
- DQN / actor-critic stacks, CNN vision front-ends.
- Full process journal on this site.
Reinforcement learningViZDoomCS 1.6Python
Data Science for India
2017 – 2018Regional director & curriculum
UC Berkeley-based programme taking data science into Indian secondary schools and universities. I wrote curriculum and ran regional outreach.
- Interdisciplinary on purpose — not a bootcamp clone.
EducationCurriculumOutreach
Minimal Medicine Dispenser
2017Builder
A robot that stores doses and reminds you to take them. First place, Smarter Life Aided by Robots.
- Hardware plus software, not a slide deck.
RoboticsHardware
ADAS / Computer Vision
2017Intern, Horus Intellisys
India's first Advanced Driver Assistance System — classifier work and a C++ vision path taken from 1s to 4ms. Also led a McDonald's drive-through PoC and a safer-bus-stop experiment.
- Precision +15% on the classifier.
- gdb, g++, Make, no mystery.
C++VisionDebian