Shantanu Agarwal

CS Grad Student @ UMass Ahmerst

ML • DL • AI • CV • NLP
Design • Art • Dance

Experience

May 22 - Aug 22 ML/AI Engineer Intern @ Balbix, San Jose
Mar 20 - Jul 21 Research Scientist @ IIT Delhi, India
Jun 17 - Feb 20 Quantitative Researcher @ Goldman Sachs, India
May 16 - Jul 16 Software Engineer Intern @ Samsung R&D, India
May 15 - Jul 15 ML Engineer Intern @ iLenze, India

Education

Feb 21 - Dec 22* MS Computer Science @ UMass Amherst, USA
Jul 13 - Jun 17 B.Tech, Mathematics and Computing @ IIT Guwahati, India
* Expected date of graduation

Projects

Multimodal Multi-Task Learning for Natural Language Query task on Ego4D dataset.

Prompt based Hate Speech deptection with BERT and T5 on HatEval and OffensEval.

3D NN for suggesting placements of fine cut dimaond within a raw diamond in such a way that the fine cut diamond as minimum impurities

Matching papers and reviewers at large conferences.

Pytorch implementation of Deep Generative Convolution Neural Network

Publications

2021
Dinesh Raghu*, Shantanu Agarwal*, Sachindra Joshi, Mausam. End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs. EMNLP, 2021
* Equal Contribution

Blogs and Notes

* Latest notes now on my Annotated Papers repository!