Research Logbook
Project Write Ups
Longer-form technical narratives for key projects, including design choices, tradeoffs, and implementation details.
- Free Recovery: Does LLM Unlearning Actually Remove Knowledge?
When an 'unlearned' LLM is retrained on 10–50% of its removed data, does the rest come back for free? Across nine methods, the knowledge turns out to be suppressed, not erased, though what an attacker recovers is a head start, not a full dump.
- BARSElo: Player Rating System for Recreational Dodgeball
A data-driven player rating system for recreational dodgeball using Bradley-Terry variants and margin-of-victory modeling.
- Trans Advice Agent
A retrieval-augmented QA system for community-sourced transgender healthcare information discovery.
- Instagram Network Analysis
Network science and graph ML analysis of Instagram mutual-follow structure.