FSDAD - Generalizing Deepfake Audio Detection
First time trying research, wrote a solo paper on framing deepfake audio detection as a meta-learning problem to try few-shot generalization of a deepfake audio detector to new deepfake generators.
Work.
projects
FixMyElo
Architected a self-explaining RL-based chess agent by using attention-weighted board states, policy/value networks and MCTS + UCT move calculation with PyTorch, CUDA and python-chess
Snowy
Built an encoder-only transformer from scratch + discord bot for 11th grade CS class. Determines if school board Instagram posts indicate snow days.
NRGHacks
Founded a 100+ student high school hackathon. Built the website, hosted 3 workshops, and I was the keynote speaker!
CalenDR
Founded full-stack medical app to schedule immunization and cancer screening dates. Led entire SDLC and developed scheduling algorithms based on user-provided info.
GWJudge
An online coding judge built to host problems and contests for the coding club at the Dr. G.W. Williams Secondary School. Inspired by https://dmoj.ca/. My first ever project!
other work
High Stakes
Wrote, filmed, directed and acted in small short film just for fun!
Ephemeral
Weird Geometry Dash memory layout idea.
Lepido
Probably the best layout I've ever created in Geometry Dash.
Reminiscence
Hackathon project that uses 3DGS to reconstruct VR environments from plain video. I think the demo video we filmed is the cooler part though.