Publications

(2020). Unsupervised Calibration under Covariate Shift. Arxiv [in preperation].

Preprint

(2020). Patient Experience Surveys Reveal Gender-Biased Descriptions of Care Providers. Academic Medicine [under review].

(2019). Help Me Search: Collaborative Query Construction to Improve Retrieval Accuracy for Difficult Queries. SIGIR.

PDF

(2018). emrQA: A Large Corpus for Question Answering on Electronic Medical Records. EMNLP.

PDF Code Dataset Slides Video

Experience

 
 
 
 
 
July 2019 – September 2019
Sunnyvale, California, USA

Student Researcher

Google Research

Worked on efficient ML Data Valuation algorithm implementation
 
 
 
 
 
February 2019 – July 2019
Stanford, California, USA

Research Assisstant

Stanford University

Worked on ML Data Valuation, Active Learning and Identifying gender bias in patient experience surveys
 
 
 
 
 
May 2017 – August 2017
Cambridge, Massachusetts, USA

Research Intern

IBM Watson Research

Worked on question-answering for Electronic Medical Records (EMRs). Research started as an internship and continued towards my thesis at UIUC.
 
 
 
 
 
May 2014 – August 2014
Houston, Texas, USA

Research Intern

Rice University

Worked on mobile computing for image processing. Research started as an internship and continued at IIT Bombay.

Awards

Siebel Scholar: $35k awarded annually for academic excellence and demonstrated leadership to over 90 top students from the worlds leading graduate schools [press release]

Academic Awards

  • Awarded top reviewer title (top 30%) at International Conference on Machine Learning (ICML), 2020
  • Stanford School of Engineering Fellowship for the first three quarters, Stanford, 2019
  • Academic Excellence Award for ranking 2nd in dept’s B.Tech - M.Tech program, IIT Bombay, 2016
  • Undergraduate Research Award for outstanding research contribution, IIT Bombay, 2015
  • Best Research Project Award out of 112 institute wide projects, IIT Bombay, 2012

Leadership Awards

  • Organizational Excellence Award for leading the dept’s mentorship body, IIT Bombay, 2016
  • Outstanding Mentorship Honor out of 200 institute student mentors, IIT Bombay, 2014

Travel Awards

  • Tapia Conference Travel Grant: awarded to 3 graduate students from UIUC, 2018
  • Google Conference Travel Grant: awarded to 8 students from graduate schools in USA, 2018

Talks

emrQA: A Large Corpus for Question Answering on Electronic Medical Recordss
Nov 3, 2018
Emperical Methods in Natural Language Processing, EMNLP 2018
Video
Learning Logical Forms for Electronic Medical Records
Nov 4, 2017
American Medical Inforatics Associations, Doctoral Student Consortium, AMIA 2017
Slides
Recurrent Neural Network Architectures
Mar 4, 2016
Cutting Edge Trends in Deep Learning Course, Lecture Series
Slides

Teaching

  • CS 466: Bioinformatics, UIUC, Fall 2018
  • CS 173: Discrete Mathematics, UIUC, Spring 2018
  • CS 173: Discrete Mathematics, UIUC, Fall 2017
  • CS 173: Discrete Mathematics, UIUC, Spring 2017
  • CS 101: Introduction to Computing, UIUC, Fall 2016
  • EE 224: Digital Electronis, IIT Bombay, Spring 2016
  • EE 677: VLSI CAD, IIT Bombay, IIT Bombay, Fall 2015

Contact