Chirag Singla Email & Phone Number

Delhi, India

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

I am responsible for productionizing machine learning models to ensure their scalability, real-time performance, and optimization. I successfully implemented solutions such as shoppable looks, vertical widgets reordering, beauty product care personalization and more

Bengaluru, Karnataka, India

• Worked on Automated Report key features extraction tool using pre trained Transformer model(Bert) with accuracy of 93% on very low dataset.• The tool is currently used by GDSD team post successful training/ testing of the tool on real life weekly emails • Worked on the Analytics of the Rakuten Point Reward System

• Researched a novel approach on project Sequential Pattern mining to extract high utility patterns from e-commerce user’s behaviour using Reinforcement Learning.• Built a complete RL Environment to apply different RL algorithms making all the process automated and beating all existing methods.• Filed a Patent for the given approach and writing a research paper for the top conference.

New York, United States

Working on personalized AI fitness trainer for Yoga and various exercise pose correction.• Building Deep learning models for detection for different correct poses. • Researching on different state of the art pose estimation methods. • Building algorithms to count reps of all types of excercise in edge devices.

New Delhi Area, India

Collaborated to work on one of my ambitious idea Automatic Dubbing in which we built a system to dub English video to India Regional Language in real human voice• Worked on various Text to Speech models like Tacotron and Flowtron• Improved the accuracy of the Speech Recognition model using various different open-source tools

Delhi, India

Worked on different Reinforcement Learning Techniques to apply on image processing. Developed a pixel-wise agent, in which each pixel takes suitable action for improving the quality of the image.

New Delhi Area, India

• Automatic License Plate Recognition - Trained Models like YOLO(Object Detection Algorithm) from Scratch.• Speed Monitoring of vehicles - Autonomously developed a system to determine the speed of vehicles with 85% accuracy by using a single camera without calibration.