I am a curiosity driven tech lover. I am currently working full time as an SDE at Amazon. In parallel I am actively learning and working on Blockchain(specifically NFTs), Deep Learning and AR/VR technology.
I always love to work on amazing problems to learn/grow and connect with like minded folks.
My public Projects that I am proud of:
- Automatic helmet and license plate detection system: Created own data set, cleaned it, processed it, trained models for detecting bikes and segmenting head and bike region in video input then another model for helmet detection and another model for license plate area segmentation within bike region and another model for reading license plate info and connecting it all into a seamless pipeline.
- WeCare mental health care AR/VR app: A complete suite of VR/AR driven digital tools for both assisting professionals and also individuals to use. Like phobia(height, darkness, stage) simulator, AI therapist, Anger management, general anxiety and loneliness etc.
- AR/MR realtime multiplayer object manipulation - using Unity, ARcore, Photon PUN2;
- Semantic Inpainting - using Deep Convoluted Generative Adversarial Network(It was my first attempt at coding a research paper, it taught me how to convert theory to code , google collaboratory, tensorflow);
- VR Zombie island survival game - using Unity, Google VR SDK;
- Optimal Team Formation - using Genetic Algorithm on real self collected dataset using C++;
- Energy-Efficient Model for Deployment of Sensor Nodes in IoT Systems(published in IC3 2019) - using NODERED for simulation.;
Projects
Complete Immersive Education using XR
We revolutionize the way teaching works at classrooms, labs, homes and coaching institute by introducing XR (Extended realities) in the mix.Firebase, ARCore, Unity, Vuforia, Microsoft AzureWeCare
Demystifying mental health in IndiaFirebase, ARCore, Vuforia, Google VR SDK, Microsoft AzureWeCare App Suite
A complete mental health solutionAndroid Studio, Augmented Reality, Alexa, Virtual Reality, Microsoft Azure, Voiceflow, MapMyIndia, Unity 3DWeCare
A complete mental health solutionFirebase, Google VR SDK, Unity 3DOasis
Supercharging the creator economy by increasing ownership, engagement and providing more monetization channels.Solidity, React, JavaScript, Next.js, Web3, Hardhat, openzapplinSkills
Python
React
C++
Unity 3D
AWS
Experience
- Intelligent Project Solutions - AI Research and Development
May 2020 - February 2021
Worked on P&ID digitization and symbol recognition which involved data processing using various computer vision algorithms then custom deep learning classification models trained on AWS EC2 machine, also proposed and migrated the entire pipeline from custom yolo-v3 to v4 to get significant improvements in the result.
- Amazon - SDE
February 2021 - Present
Smart Advertising Technology Dept. Infra Team.