Uplara May-July'20

Virtual Try-On

• Texture generation of human from multiple views following a UV template structure
• Segmentation and Keypoint detection of feet images from a video by replicating state-of-the-art techniques from available codes to TensorFlow frameworks
• Cloth parser for segmenting the input images of a person that can be used further in Try-On pipeline

Tower Research Capital May-July'19

Alpha prediction for Aggressive Trading

• Predicting the signals corresponding to the prices of a given product after various timesteps using multiple machine learning and data processing algorithms.
• Converting the predictions into buy-sell triggers for the market using simple taking strategies.
• Cross comparing various signals and learning algorithms to investigate the reasons for success and failures on various metrics like R2 Score, P&L value, Volume Traded, Overfitting.

Edfora December’18

Optimising Community Forum

• Added Radis Catching as middleware between query and response to improve the response time.
• Improved the feed ranking by modifying the post scoring algorithm similar to that of Reddit
• Added an RNN based classifier to suggest a topic to each feed entry.

Indiana University, USA May-July’18

Big Data Applications and Systems Under Prof. Geoffrey C. Fox
Worked Remotely

• Investigating current and future use cases of Big Data in various fields.
• Understanding MapReduce and resource management in Hadoop along with running test programs.
• Detailed study of specific use cases of Big Data analytics such as recommender systems and Large-scale neural networks distributed in a MapReduce framework.

Bachelors in Computer Science and Engineering

Indian Institute of Technology, Bombay
Courses undertaken Data Strucutures and Algorithms, Operating Systems, Database Management Systems, Advanced Machine Learning, Computer Vision, Medical Image Computing, Reinforcement Learning.
CGPA : 9.6

Intermediate

Central Board of Secondary Education
L. B. S. School, R. K. Puram, New Delhi
Key courses undertaken Physics, Chemistry, Mathematics.
Percentage = 96.6%