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Hi there 👋

Hi there, I'm a postdoc at Boston University and MIT, and founder of SimPPL researching platform governance and building open-access trust and safety tools. I got my Ph.D. at NYU Data Science and CSMAP where I researched methods to limit misleading information online. I use tools from machine learning and causal inference to estimate the effects of interventions to limit online harms on social networks. In the past I worked on productionizing machine learning for particle physics, prototyping and productionizing a graph-based trending hashtag recommendation for videos, and graph-based deep learning in physics! I've also worked on ML in cybersecurity, chatbots, and open-source client APIs for IoT ML pipelines. I'm an engineer at heart and a researcher by profession so I enjoy building scalable systems to tackle hard problems!

I've conceptualized and built a Google AI-backed ML course for undergrads. I (amateur-ishly) hosted an advanced statistics reading group following Cosma Shalizi's wonderful textbook on the weekends and continue to mentor students doing impactful research. I was involved as a technical mentor for the Grand Challenge at CERN and the Stanford Scholar Initiative but most notably I co-founded and continue to lead a fast-growing FOSS-development + mentorship program for undergrads called Unicode which continues to help its undergrad mentees land offers from FAANG companies and Ivy League universities!

I managed to land a couple of nice internships (although it's super-sad that I couldn't do them all) and wrote a guide for students at the undergraduate and graduate level. I'm also working on a book about engineering education in India at the undergraduate level, hopefully coming out in 2022!

Swapneel's GitHub stats

Swapneel Mehta's Projects

jquery-file-upload icon jquery-file-upload

File Upload widget with multiple file selection, drag&drop support, progress bar, validation and preview images, audio and video for jQuery. Supports cross-domain, chunked and resumable file uploads. Works with any server-side platform (Google App Engine, PHP, Python, Ruby on Rails, Java, etc.) that supports standard HTML form file uploads.

machine-learning-das icon machine-learning-das

Machine Learning DAS Short Exercise with CMS Open Data https://indico.cern.ch/event/758324/

ml-coursera icon ml-coursera

My assignment solutions for the Machine Learning Lectures by Andrew Ng on Coursera

ml-scripts icon ml-scripts

Repository of experimental and sample machine learning scripts including modified scripts from various sources.

phr_gcn icon phr_gcn

Personalized Hashtag Recommendation for Micro-videos, ACM MM2019

protobot icon protobot

Prototyping a Chatbot using Jack the Reader

pyprob icon pyprob

A PyTorch-based library for probabilistic programming and inference compilation

python-libnmap icon python-libnmap

libnmap is a python library to run nmap scans, parse and diff scan results. It supports python 2.6 up to 3.4. It's wonderful.

quicklz icon quicklz

A clone of QuickLZ (the FAST compression library)

resources icon resources

List of resources to get started with software development.

rise2016 icon rise2016

Machine Learning webapp for corporate Banker's data - winner of Best Implementation by Envestnet Yodlee at the Barclays Rise Hackathon across India and the UK.

root icon root

The official ROOT repository

sampleproject icon sampleproject

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

slackbot icon slackbot

A chat bot for Slack (https://slack.com).

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