Shubham Agarwal work email
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Shubham Agarwal personal email
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
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Staff Research ScientistKrutrim Apr 2024 - PresentBengaluru, Karnataka, India -
Visiting ResearcherServicenow Research Jul 2023 - Apr 2024Montreal, Quebec, CanadaAffiliated to MILA, University of Montreal (HEC Montreal) and ServiceNow Research -
Research ScientistPulse Labs Jul 2021 - Jun 2023RemotelyWorked 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 -
Research InternAdobe Jun 2020 - Sep 2020RemotelyWorked on multi-modal dialog systems. -
Research InternAdobe May 2019 - Aug 2019San Francisco Bay AreaWorked 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 (Gsoc) StudentGoogle Summer Of Code May 2017 - Aug 2017FranceWorked 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 -
Research InternXerox Feb 2017 - Jul 2017Grenoble Area, FranceWorked 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) -
Data ScientistTrulymadly.Com Jul 2015 - Aug 2016New 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/ -
Undergraduate Teaching AssistantIndian Institute Of Technology, Delhi Jul 2014 - May 2015New Delhi Area, IndiaCourse: Ordinary Differential EquationsDept. of MathematicsSupervisor: Dr. VVK SrinivasCourse: System Design LabDept. of MathematicsSupervisor: Dr. B. Chandra -
Research InternTélécom Bretagne (Ex Enst Bretagne, École Nationale Des Télécommunications De Bretagne) May 2014 - Jul 2014Brest Area, FranceCommunity 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
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Project TraineeOracle Financial Services Software Limited May 2013 - Jul 2013Mumbai Area, IndiaBusiness 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 -
Research InternIdrbt May 2012 - Jul 2012Hyderabad Area, IndiaData 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 -
MentorAvanti Fellows Aug 2011 - Jun 2012
Shubham Agarwal Skills
Shubham Agarwal Education Details
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Artificial Intelligence -
Mathematics And Computing -
Computer Science -
15.3 (Us 4.0) -
Wood Row School93.4% -
Bishop Conrad School94%
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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