Shubham Agarwal bio photo

Shubham Agarwal

Human | PhD | He/Him | Deep Learning (AI) Researcher

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Academic activites

This page is not actively maintained. Kindly see my pages for the latest academic activities:

Teaching Experience

  • Spring 2018, 2020: Conversational Agents
    Supervisor: Prof Oliver Lemon and Prof. Verena Rieser at Edinburgh Center of Robotics, UK

  • Summer 2019: 1st AthNLP summer school, Athens, Greece
    Supervisor: Dr. Ioannis Konstas

  • Second Semester 2014-15: Undergraduate Teaching Assistant for the course Differential Equations: Theory and Computations.
    Supervisor: Dr. VVK Srinivas Kumar

  • First Semester 2014-15: Undergraduate Teaching Assistant for the course System Design Laboratory.
    Supervisor: Dr. B. Chandra

  • Avanti Fellows: Mentor
    Mentored students preparing for IIT-JEE as part of IIT-Delhi based NGO Avanti Fellows.

  • AINA: An Initiative for National Advancement
    Volunteer group at IIT Delhi. Provided elementary education to young children from the underpriviledged background.

Work Experience

Visiting Researcher at ServiceNow Research, Montreal, QC, Canada
(July, 2023 - Present)

  • Working on Multi document summarization and dialog systems for science reviews

Research Scientist at PulseLabs AI (remotely)
(July, 2021- June, 2023)

  • Worked on the UX platform for acquisition and analysis of human behavioural data and their engagement with latest technology such as ChatGPT.
  • Integrated ChatGPT based insights and search into the product as well as worked on interactive dashboards

Data Scientist at TrulyMadly Matchmakers Pvt. Ltd. New Delhi, India
Guided by Prof. Mausam (Dept. of Computer Science, IIT Delhi)
(July, 2015- Aug, 2016)

  • Worked on Personalised Recommender System using Random Forests in H20(R)
  • Developed in-house interactive Dashboard using Shiny framework in R for understanding the demographics and activity of users
  • Sole ownership of the restaurant recommender system “Datelicious” in PHP
  • Worked extensively with Amazon EC2 and Amazon S3 services

Internships

  • Adobe Research, San Jose, CA, US
    Visually Grounded Dialog
    Wtih Dr. Trung Bui and Dr. Joon-Young Lee
    (May, 2019 - Aug, 2019 and Summers 2020)

  • Xerox Research Center Europe (XRCE), Grenoble, France
    Deep Recurrent Neural Networks for Sequence Prediction
    Under the joint supervision of Dr. Marc Dymetman and Dr. Eric Gaussier
    (Feb, 2017 - June, 2017)

  • Telecom Bretagne, Brest, France
    Community Detection in Social Networks
    Under the joint supervision of Dr. Cecile Bothorel and Dr. Phillipe Lenca
    (May, 2014 - July, 2014)

  • Oracle Financial Services Software Ltd. (OFSS), Mumbai, India
    Business Intelligence and Data Warehousing
    Under the supervision of Mr. Douglas Izzett
    (May, 2013 - July, 2013)

  • Institute for Development in Research and Banking Technology (IDRBT), Hyderabad, India (Reserve Bank of India research institute)
    Data Mining Tools on Integrated Complaint Management System (ICMS)
    Under the supervision of Dr. N.P.Dhavale
    (May, 2012 - July, 2012)

Scholarship

  • Awarded IDEX Scholarship from Universite Grenoble Alpes for MSIAM program 2016-17 (5000 euros)
  • MHRD Scholarship 2014: Awarded by Government of India (GoI) for securing All India Rank 27 in the Graduate Aptitude Test in Engineering (GATE) Examination, 2014 (Rs. 12500 per month)