Ali's repositories
keras-hacking
Following along François Chollet's Deep Learning with Python
pii-detection
Code for my submissions to the Kaggle PII detection competition; lots of LLM fine-tuning, mostly DeBERTa v3
CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
DebiasingHateDetectionAAE
Investigation into performance and biases of Hate Speech Detection Algorithms
DeepCrawling
DeepCrawling is an evolutionary crawling platform based on Chrome browser that provides a deeper look into the the ecosystem of content inclusion on the Web.
dissertation
PhD dissertation at Northeastern
entity_linking
A demo of named entity linking using Ambiverse's API
fairness-privacy-interplay
Ongoing study on differential privacy's impact on LLM fairness in classification, and how to fix it
ic-vendor-classification
Identifying the manufacturer of a semiconductor chip with convolutional nets
MPIRankings
CS department rankings with a grain of salt
persistent-bloom
Bloom filter implementation in Python with json serialization/deserialization wrappers for easy interfacing with MongoDB.
politeness
Politeness classification using recursive neural nets
mlk-day-app
Small app showcasing racial and gender biases in Facebook's image classification for MLK day
mohummedalee.github.io
Internet Homepage
NU-poster-template
LaTeX beamer poster template themed for the Northeastern University
poison
Professional Hugo theme for dev bloggers. Based on mdo's classic Hyde theme.
private-transformers
A codebase that makes differentially private training of transformers easy.
problematic-ads-public
Code for the USENIX Security '23 paper: Problematic Advertising and its Disparate Exposure on Facebook
raft-consensus
An implementation of the Raft consensus algorithm in Go
social-media-collector
A browser extension to share data about your social feed with researchers and journalists to increase transparency.
twitteraae-sentiment-data
Sentiment data from TwitterAAE to compare disparities in african american english vs. white english
unicode-obfuscation
Encryption which converts English characters to unicode characters that mimicking their appearance