Computer Vision Researcher January 2020 – Present
IDENTY Touchless ID Pvt. Ltd.- Specializes in touch-less solutions Bangalore, India
• Touch-less biometrics solution for immigration
∗ Surface Pro based native Windows biometric recognition module for Fingerprint and Face Verification
∗ Application based on native camera hardware and its associated libraries capturing highly focused
Fingerprint images
∗ Technologies used: C#, flask, Docker, Tensorflow, Python, C++, OpenCV
• E-KYC Solution with Zero Human Interference
∗ Developed proprietary OCR and tagging model for any ID card to extract and classify card text data.
∗ Generated 7 million synthetic images used for OCR Model training with custom hyper realistic
augmentations.
∗ Developed Text detection algorithm using Stroke Width transformation and Tiny YOLO model.
∗ Created Selfie to ID Photo verification and signature verification modules for ID Cards using CNN
∗ Technologies Used: Java, OpenCV, Android Studio, Tensorflow, Python
Research Consultant Feb 2018 – September 2019
WorldQuant Connecticut, USA
• Developed market-neutral trading algorithms for American, European and Asian stock markets. in Python
• Generated high Sharpe Ratio tools for arbitraging and High Frequency Trading
• Created Sentimental Analysis tools to predict behavioral correlation with American stock market.
• Contributed 500+ trading strategies to the alpha pool with average strategy life of 2 years.