Random thoughts, experiments, and things learned while building on the internet.
The SwiftFox architecture has evolved through many iterations: a native multimodal language model (text + up to 3 images) built with RoPE, 2D residual patch projections, SwiGLU activations, and dynamic entropy-driven adaptive Top-K MoE routing.
whatever😭
Place School: 14th, Place Data/AI: 31st (with team PretrainedLanguageModel) — a very interesting experience held back by matchmaking issues and the lack of fairness around paid AI subscriptions.
1st place in the AI Competition (Group A, Grades 7–10) and 9th place in the 24h Hackathon at Constanța Maritime University.
A quick overview of my wonderful one-week volunteer experience at UNTOLD festival in Cluj-Napoca.
A quick overview of my fun and memorable five days volunteer experience at the CEOAI competition in Cluj-Napoca.
Second place at the RISE Final Round
First place at the Skillab Innovation Challenge
I volunteered and proposed a Reinforcement Learning problem named Funtime Beach, inspired by Gymnasium's Blackjack environment.
3rd place at Nitro NLP Hackathon 5th Edition
33rd place at the ROAI Selection Camp Qualifier
19th place at the ROAI National Stage
European Statistics Competition, the official Statistics Olympiad of Romania
Place School: 4th, Place Data/AI: 12th