My new year resolution was to make a project that achieves some sort of product-market-fit. I did some prospecting (just like the old days…
Work
Deep Reinforcement Learning for Autonomous Underwater Vehicles
Trained a deep reinforcement agent to control an AUV. Used the Proximal Policy Optimization algorithm for learning. Agent can orient and reach a small red buoy successfully. Simulated and trained the model in Unity Game Engine. Major Project of Bachelors degree Simulation and training using Unity3D ml-agents
Camera Tuning AI trained using Deep Reinforcement learning
Trained a deep reinforcement agent to tune the white- balance setting of an Android Camera. The agent attempts to replicate a manually adjusted photo. Captured photos are sent to the PC for training and inference. Minor Project for Bachelors degree. Training using Keras, image sent over sockets
Augmented Reality Events App
Designed a system for rendering AR elements on stages for concerts and festivals. Won first place of the Hackathon with prizes worth ₹ 15,000. Was team lead Tech Stack: Unity, ARCore Github link
Ludum jam 46, La Revolution
Made a game in 3 days which features a gun to make people join the revolution. Made in a top down style. Play here
Shopify Extension to Measure Clothes measurement
Uses tensorflow.js to approximate body measurements using the webcam. Can be used as an iframe in a shopify store. Currently unsupported Check it out here
About
Software Engineer at Microsoft (Microsoft Todo Backend). Building REST APIs, messaging systems to enhance shared task lists across distributed instances, using ASP.NET Studied Computer Engineering at Aligarh Muslim University.
Was a hobbyist Game developer, huge fan of single player experiences. Experienced in Unity3D. Dabbled in Artificial neural networks and Deep Reinforcement Learning. Used Keras, Unity ml-agents. Made Augmented Reality apps using ArCore in Unity. Deeply intereseted in Mixed Reality, bullish on its ability to replace the smartphone.
Bullish and interested in projects on
Learning based approaches for automation. robotics
Smart Glasses, Mixed Reality Applications
Creator Economy
Shared mirror worlds: A Information rich, virtual version of the world