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General Information (see PDF for latest updates)
Full Name | Swapneel Mehta |
Summary | Postdoctoral Associate and Founder. |
Languages | English, Hindi, Gujarati, Spanish (basic), French (basic) |
Education
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2023
Ph.D., Data Science
Center for Data Science, New York University
- Google Research Innovator; AI2Amplify Fellow
- Thesis - Towards Informed Interventions to Limit the Effects of Misleading Information on Social Networks
- Advisors - Richard Bonneau, Jonathan Nagler at Center for Social Media and Politics
- Machine Learning, Causal Inference, Social Networks, Probabilistic Programs
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2018
B. Eng., Computer Engineering
D.J. Sanghvi College of Engg., University of Mumbai
- Applied Math, Graph Theory, Machine Learning, Artificial Intelligence, Algorithms
Experience
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2023 - Present
Postdoctoral Associate and Staff
Boston University and MIT
- Belfer Fellowship, Center for Tech and Society and Responsible Tech Affiliate, All Tech is Human
- Researching platform governance, free speech, and democracy jointly at BU (Questrom Business School) and MIT (Sloan, Initiative for Digital Economy).
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2021 - Present
Founder
SimPPL, New York
- Audit online disinformation, influence operations, and state-backed cyber warfare via parrot.report
- Digital strategy and audience analysis for The Sunday Times (UK), Deutsche Welle, Yale Daily News; GCHQ, USAF.
- Awarded USD 35,000 in grants from AWS, Google, the Wikimedia Fdn., the NYC Media Lab, and JournalismAI.
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2018 - 2019
TSP Researcher
CERN, Geneva
- Built graph neural networks for particle track reconstruction using collision data from the Large Hadron Collider.
- Built, maintained, and deployed the ‘DeepJet’ deep learning package into production across 42 global sites.
- Google Cloud Award and the Oxford MLHEP Award for our work
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2021 - Present
Graduate Researcher
Center for Social Media and Politics, NYU
- Estimating the causal effects of Reddit’s platform downtime on the spread of low quality news online (ongoing).
- Estimating the causal impact of Twitter’s interventions on Donald Trump’s tweets presented at Stanford T&S Conf.
- Modeling policy interventions for epidemiology models accepted at PROBPROG 2021, MIT.
Internships
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2023
Ph.D. Product Data Science Intern
Slack (Salesforce) Inc., New York
- Working on Slack's Central DS Team to understand how 'social' learning affects product feature adoption among enterprise Slack users.
- Developing strategies for product growth using tools from machine learning and causal inference.
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2022
Ph.D. Machine Learning Engineer Intern
Twitter Inc., New York
- Worked with Civic Integrity and sister teams at Twitter Health, improving the precision of their civic and health misinformation classifier (BigQuery ML) by 30% to be deployed into production to score millions of tweets a week.
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2021 -
Visiting Researcher
University of Oxford, UK
- Simulating the impact of influence operations on ranking and recommender systems on social networks.
- First-author workshop paper presented at the AI4ABM Workshop at ICML 2022; Misinfocon at DEFCON 2022.
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2020
Data Science Intern
Adobe Research, California
- Trending Hashtag Recommendation for Videos; web-scraping, weakly-supervised learning, graph neural networks.
- First-author paper accepted IEEE Intl. Symposium on Multimedia 2021; U.S. Patent App P10634-US.
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2016 - 2017
Research Intern, Prof. Sameer Sahasrabudhe
Indian Institute of Technology, Bombay
- Automated the evaluation for 3D Modeling assignments in Blender; Course Instructor, edX Prize Finalist, 2019.
- Published a first-author short paper at IEEE International Conference on Advanced Learning Technologies, 2018.
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2016 - 2017
Software Engineering Intern
Smokescreen Technologies (acq. ZScaler), Mumbai
- Combined low-latency network scans, hostname clustering, intelligent decoys, and automated deployment using custom-built modules integrated into the NASSCOM-DSCI award-winning IllusionBlack software, 3rd Gen., 2017.
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2016 - 2016
Software Engineering Intern
Falkonry Software Solutions, Mumbai
- Developed and deployed real-time data streaming and subscription-based alerts in the three client connectors released as open-source codebases in Java, Python and Javascript.
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2016 - 2016
Research Intern, Microsoft Research
Indian Institute of Technology, Bombay
- Created a Google Analytics Dashboard to track and monitor user interactions on the “Lokacart” app.
- Presented the project to Microsoft Research and a committee of IIT-B faculty (video available).
Honors and Awards
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2023
- Google Research Innovator Award
- WikiCred Grant, Wikimedia Foundation (USD 10,000)
- 2nd place “Spam and Misinformation”, WSDM Smart City Challenge (USD 1000)
- Grant Funding, JournalismAI Team Parrot (USD 2000)
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2022
- News Product Alliance Mentorship Program
- Digital Forensics Lab - Digital Sherlocks Program
- Algovera AI Research, Community Grant Rounds 5, 7, 8 (USD 3000)
- Amazon Web Services Research Grant (USD 5000)
- Google Cloud Research Award (USD 1000)
- NYU Tech Ventures Workshop (USD 1000)
- NYC Media Lab AI + Local News Challenge (USD 7500)
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2021
- Google AI Research India (INR 85,000)
- IRIS - HEP Fellowship
- UK Research and Innovation Grant, Profs. Philip Torr and Günes Baydin (GBP 23,200)
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2018-20
- 2nd place, Oxford MLHEP Challenge
- Economic Times Campus Stars, India's Top 33 Engineers