Notes

Write-ups of competitions and hackathons I took part in, plus lecture notes and self-study, with equations and architecture diagrams. They are my own notes and may contain errors.

CompetitionCVPRW report
Robust deepfake detection without ever seeing a fake
NTIRE 2026 · CVPR
Computer visionread →
Hosted on Kaggle
Competition1st place
Radar-based multimodal sign-language recognition
CVPR 2026 MSLR · Track 2
Multimodalread →
Hosted on Kaggle
Competition1st place
Telecom demand forecasting at the Entel datathon
Entel datathon 2022 · Kaggle
Time seriesread →
Project
Voti: a non-partisan electoral assistant
InfoVoto Perú 2026 · iDeepBrain
Agents · MCP · civic techread →
Hackathon
Alma: a proactive emotional-support companion
Claude Opus 4.7 hackathon · Anthropic
Agents · MCP · safetyread →
Hackathon
Team Primos at the Factored Hackathon
Factored Hackathon 2026
Agents · LLMsread →
Lecture notes
DL4Sci 2026 - Deep Learning for Science
Berkeley Lab & UC Berkeley · 5 days
Diffusion · RL · agentsread →
Self-study★
Understanding DDPM
Intro + handwritten derivations · 12 pages
Generative modelsread →
Self-study★
Understanding Flow Matching
Intro + handwritten derivations · 16 pages
Generative modelsread →