Shubham Agarwal

Shubham Agarwal Email and Phone Number

AI Researcher | PhD @ Krutrim
Shubham Agarwal's Location
Bengaluru, Karnataka, India, India
Shubham Agarwal's Contact Details

Shubham Agarwal work email

Shubham Agarwal personal email

n/a
About Shubham Agarwal

Research Interests: Deep Learning | Large Language Models (LLMs) | Multimodal LLMs | Foundation Models | Conversational AI | Vision and Language | Visual Grounding | Natural Language Processing | Computer Vision | Machine LearningGScholar: https://scholar.google.com/citations?user=aSMFGScAAAAJ&hl=enPast: ServiceNowResearch | MILA | AdobeResearch | Google Summer of Code | Xerox Research (XRCE) | IIT DelhiI am interested to build machines that can see and talk. My research mostly focused on visual grounding (symbol grounding) and context modeling (communicative grounding) in multi-modal visual conversational agents using Multimodal LLMs. Research challenge participation: Alana @ Alexa Prize Socialbot Challenge' 18 | Pikabot @ Visual Dialog Challenge' 18 | NLE @ E2E NLG Challenge' 17Please visit my homepage (https://shubhamagarwal92.github.io) for more information. Also see git (handle: shubhamagarwal92) for some of my public repositories. Some authored blogs demonstrating my research as well as coding style:1. List of some nice Github PRs and my contributions. 2. How-to-do-research https://medium.com/@shubhamagarwal92/how-to-do-research-a-ph-d-student-narrative-bca8dc2dd39e)3. Code-like-a-pro(-ish) - Featured by AnalyticsVidhya https://medium.com/@shubhamagarwal92/code-like-a-pro-ish-right-from-101-tools-from-a-deep-learning-perspective-34d8df1e38e4. How-to-do-a-literature-review https://medium.com/@shubhamagarwal92/how-to-do-a-literature-review-research-101-5c5206039c32Open source project: Sample dashboard for Demographics of India (link: https://shubhamagarwal92.shinyapps.io/shinyapp/)Please get in touch if you would like to collaborate on an interesting idea

Shubham Agarwal's Current Company Details
Krutrim

Krutrim

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AI Researcher | PhD
Shubham Agarwal Work Experience Details
  • Krutrim
    Staff Research Scientist
    Krutrim Apr 2024 - Present
    Bengaluru, Karnataka, India
  • Servicenow Research
    Visiting Researcher
    Servicenow Research Jul 2023 - Apr 2024
    Montreal, Quebec, Canada
    Affiliated to MILA, University of Montreal (HEC Montreal) and ServiceNow Research
  • Pulse Labs
    Research Scientist
    Pulse Labs Jul 2021 - Jun 2023
    Remotely
    Worked on the UX platform for acquisition and analysis of human behavioural data and their engagement with latest technology such as LLM. Integrated LLM based insights and search into the product as well as worked on interactive dashboards
  • Adobe
    Research Intern
    Adobe Jun 2020 - Sep 2020
    Remotely
    Worked on multi-modal dialog systems.
  • Adobe
    Research Intern
    Adobe May 2019 - Aug 2019
    San Francisco Bay Area
    Worked on Visually grounded open-domain dialog systems.Resulted in ACL'20 publication:History for Visual Dialog: Do we really need it?https://arxiv.org/abs/2005.074932 proposals accepted as grants for Adobe Gift Funding.
  • Google Summer Of Code
    Google Summer Of Code (Gsoc) Student
    Google Summer Of Code May 2017 - Aug 2017
    France
    Worked on the "Scientific Visualization" project for the PEcAn organizationMore information and links can be found athttps://medium.com/@shubhamagarwal_91893/google-summer-of-code-2017-pecan-daa2fd11755a
  • Xerox
    Research Intern
    Xerox Feb 2017 - Jul 2017
    Grenoble Area, France
    Worked on my master Thesis at Xerox Research Center Europe (XRCE), Grenoble, FranceNLE @ E2E NLG Challenge 2017 http://www.macs.hw.ac.uk/InteractionLab/E2E/#results(only char based seq2seq model)
  • Trulymadly.Com
    Data Scientist
    Trulymadly.Com Jul 2015 - Aug 2016
    New Delhi Area, India
    • Worked on the Personalised Recommendation System using Random Forest in R (H20) on highly imbalanced dataset using downsampling and upsampling techniques.• Developed interactive Dashboards assisting monetisation strategies using Shiny in R.• Identification of relevant features & parameters for Reciprocal Recommender System.• Conceptualised and built personalisation module in PHP for restaurant recommendersystem "Datelicious" - product offering curated date offers for couple.Sample Dashboard in Shiny for reference: https://shubhamagarwal92.shinyapps.io/shinyapp/
  • Indian Institute Of Technology, Delhi
    Undergraduate Teaching Assistant
    Indian Institute Of Technology, Delhi Jul 2014 - May 2015
    New Delhi Area, India
    Course: Ordinary Differential EquationsDept. of MathematicsSupervisor: Dr. VVK SrinivasCourse: System Design LabDept. of MathematicsSupervisor: Dr. B. Chandra
  • Télécom Bretagne (Ex Enst Bretagne, École Nationale Des Télécommunications De Bretagne)
    Research Intern
    Télécom Bretagne (Ex Enst Bretagne, École Nationale Des Télécommunications De Bretagne) May 2014 - Jul 2014
    Brest Area, France
    Community Detection in Social Networks:• Analysed different Community Detection algorithms used in Social Network Analysis• Deployed iGraphs package in R for community detection on standard graph datasets• Prepared detailed analysis of resulting communities based on algorithm used & graph structure
  • Oracle Financial Services Software Limited
    Project Trainee
    Oracle Financial Services Software Limited May 2013 - Jul 2013
    Mumbai Area, India
    Business Intelligence and Data Warehousing:• Worked on Oracle’s proprietary OBIEE platform to provide Business Intelligence technologies for client banking organization• Deployed Dimensional Modeling based on star schema to develop client specific Data Warehouse• Delivered interactive Dashboards & Analyses as part of offered Enterprise Reporting solutions
  • Idrbt
    Research Intern
    Idrbt May 2012 - Jul 2012
    Hyderabad Area, India
    Data Mining Tools on Integrated Complaint Management System (ICMS):• Performed suitability analysis & comparison of analytical tools on Integrated Complaint Management System• Studied event correlation based on sensitive network parameters; developed customized desktop application to efficiently generate the performance reports• Analysed periodicity of underlying patterns & events to facilitate capacity planning
  • Avanti Fellows
    Mentor
    Avanti Fellows Aug 2011 - Jun 2012

Shubham Agarwal Skills

Matlab Data Structures C++ C Java Python Algorithms Microsoft Office R Data Analysis Programming Machine Learning Mysql Data Mining Business Intelligence Pl/sql Oracle Sql Developer Sql Hadoop Weka Obiee Apache Spark

Shubham Agarwal Education Details

Frequently Asked Questions about Shubham Agarwal

What company does Shubham Agarwal work for?

Shubham Agarwal works for Krutrim

What is Shubham Agarwal's role at the current company?

Shubham Agarwal's current role is AI Researcher | PhD.

What is Shubham Agarwal's email address?

Shubham Agarwal's email address is sh****@****dly.com

What schools did Shubham Agarwal attend?

Shubham Agarwal attended Mila - Quebec Artificial Intelligence Institute, Indian Institute Of Technology, Delhi, Heriot-Watt University, Institut Polytechnique De Grenoble, Wood Row School, Bishop Conrad School.

What are some of Shubham Agarwal's interests?

Shubham Agarwal has interest in Social Services, Travelling, Politics, Education, Poker, Photography, Hiking, Science And Technology, Human Rights, Driving.

What skills is Shubham Agarwal known for?

Shubham Agarwal has skills like Matlab, Data Structures, C++, C, Java, Python, Algorithms, Microsoft Office, R, Data Analysis, Programming, Machine Learning.

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