CV
General Information
Full Name | Raj Sanjay Shah |
Date of Birth | 15th July 1998 |
Languages | English, Hindi, Gujarati, Marathi, Sanskrit |
Education
- 2023 -
PhD in Computer Science
Georgia Institute of Technology, U.S.A
- Specialization - Machine Learning
- Focus - Natural Language Processing and Cognitive Science
- GPA - 4.0
- Advised by Prof. Sashank Varma (Georgia Tech) and Prof. Diyi Yang (Stanford)
- 2021 - 2023
Master's in Computer Science
Georgia Institute of Technology, U.S.A
- Specialization - Machine Learning
- Focus - Natural Language Processing
- GPA - 4.0
- Master's thesis
- {"Thesis"=>"Using Natural Language Processing for Understanding and Development of Online Mental Health Platforms"}
- Advised by Professor Diyi Yang (Stanford)
- 2017 - 2021
B.E. Computer Science
Birla Institute of Technology and Science, Pilani, India
- GPA - 8.54 (out of 10)
- Minor in Data Science, GPA - 9.8 (out of 10)
Experience
- 2023
Sr. Research Software Engineer - AI
IBM Research - Human-Centered AI Team
- Explored different intervention strategies for high-quality human-AI collaborative data creation. Built a full-stack application for user studies. User studies investigate the idea of appropriate user reliance on AI agents using subtle real-time nudges.
- 2022
Software Developer - ML Intern
Epic Systems, Verona, WI
- Training Machine Learning models to predict workflow actions of Health Care Providers with the goal of bringing relevant patient information to the Provider Dashboard on-the-fly.
- Built an end-to-end pipeline trained on customer data to help Providers improve their productivity by saving time on software and spending more time with the patients.
- 2021 - 2022
Research Intern
University of Maryland, College Park
- Working with Professor Jordan Boyd-Graber on Adversarial Question Authoring
- The objective of this project is to help trivia authors write adversarial questions that stress test existing state of art retrieval models like Dense Passage Retrieval.
- 2021
Software Engineer Intern
JP Morgan Chase, Mumbai, India
- Migration of applications from on-premises environments to cloud platforms. Responsible for the automation of testing flows using the postman automation tool.
- 2020
Research Intern
Samsung R&D Institute, Noida, India
- Developed a bidirectional Long-short term memory based variable autoencoder to generate melody and chords for piano music.
- Extensively tuned model hyper-parameters and used sampling techniques to create original 16 bar music of a particular style.
- Regularised the latent dimensional space of the encoder-decoder pair using Gauss-normal distributions(Kulback Leibler divergence optimizer).
- The work of this internship was a part of the ringtone generation project in the mobile technologies department.
Honors and Awards
- 2022
- Donald V. Jackson Fellowship award - Established by Jeannie Jackson in memory of her husband, Don Jackson, a 1971 master’s graduate of IS and a 1965 bachelor’s graduate of the math department. This award supports the College Master’s program and is awarded to a well-rounded, first-year Master’s student who best embodies Don’s values of academic excellence and leadership.
Academic Interests
-
Natural Language Processing
- Domain Specific NLP
- Robust and Equitable Models for social good
-
Human Centered Computing
- Quantitative methods for finding impact of technology on humans
- Understanding and improving Online communities
Other Interests
- Hobbies: Poetry, Table Tennis, Reading, Anime, Biking, Kayaking, etc.