Neural Networks and Deep Learning

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Structuring Machine Learning Projects

Explore ML DSC Program

B-Tech

• 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

Data Scientist 

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

Machine Learning Engineer

• 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.

Research Fellow

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.

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. 

Reinforcement Learning Research Intern

DSC ML Lead

• 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.

Computer Vision Engineer

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

Artificial Intelligence Engineer

Co-Founder & CTO

Co-Founder & CTO at Figr.design | Ex-Myntra, Adobe

Know about Chirag Singla’s work experience, education, bootcamps, certifications, and much more. Chirag Singla