Work Experience

Research Intern, Retail Pulse

August 2020 - Present, Bangalore

• Solving challenging problems faced by FMCG, CPG companies and retailers using deep learning and computer vision.

Deep Learning Intern, Sparrosense

June 2020 - August 2020, Gurugram

• Worked on Unsupervised Representation Learning for steel pouring classification in steel manufacturing process.
• Improved accuracy of classifiers from 85-93% and also improved robustness of model to different scenarios in an industry.

Data Science Intern, Humonics Global

June 2019 - January 2020, Gurugram

• Worked on Automating Car Insurance Claims using Deep Learning.
• Carried out research and built several classification, instance segmentation, object detection models with their training and data pipelines.
• Achieved the mAP of 0.8 for instance segmentation model of car parts and damage.
• Built inference pipelines to reduce speeds by 1.5x for models at production using TorchScript with C++ and JIT.