Vitória Bezerra Nunes

New Haven

EE + CS @ Yale. Building experiments with LLMs, FPGAs, and markets.
From Rio. Came to engineering through physics olympiads.

Work

Projects

  • tiny-trading-desk

    12 frontier LLMs play the Kelly coin game. All know the theory; half go broke

  • FPGA-GPT

    Bigram, MLP and transformer in integer-only Verilog, bit-exact vs Python

  • pocket-llm

    From-scratch C inference engine for Qwen2.5-0.5B, matching Hugging Face to 1e-4

Ask my post-trained self

An open-weights model with my CV in its context. Ask it about my work. It can get things wrong, so trust the lists above over it.