Spatiotemporal Analysis of DDoS and FlashCrowds
Employed SARIMAX time series modeling and IP address clustering with Hilbert curves to discern between DDoS attacks and legitimate traffic spikes (FlashCrowds).
Tools: Zeek, Wireshark, Pandas, Python
Projects
Selected technical projects in machine learning, distributed systems, and software engineering.
From Ghazals to Sonnets: A Polysemic Case Study
Leveraged LLMs, word embeddings, and topic modeling for comparative analysis of Urdu and English poetry. Explored polysemic relationships and stylistic similarities across languages.
Tools: Python, Word2Vec, NLTK, NLP
PocketFS: Distributed File System
Built a multi-client, fault-tolerant distributed file system from scratch in Golang & React supporting RPCs, UDP multicast, and automated failure detection.
Tools: Golang, React
Automate (HackHarvard'22)
Built an automated job tracking system that ingested, parsed, and classified job-related emails using Naive Bayes with 92% recall.
Tools: NLTK, Python, GCP, React
More Projects
View additional projects and code samples on my GitHub profile.