Used Transformers to apply Cyclic Generative Adversarial Networks to the Natural Language Processing domain, attempting to transfer styles between tweets of different users
Proposed a psycholinguistic experiment to evaluate whether exhaustive pairing, a non-adult judgement common in children in ages 4 to 6, is caused by pragmatic or semantic reasons. Experimenters would induce children to make the deductive reasoning required by quantifiers like every without using them, and evaluate whether exhaustive pairing would persist.
Developed a Bayesian Model that reproduced human behavior when given the sequence-to-sequence task of interpreting a list of instructions in an artificially generated language to generate a sequence of colors.
Investigated the nature of the meta-learning process in algorithms like MAML through the development of a visualization tool for the learning path in the loss landscape and geometric interpretations of rapid learning and feature reuse.
Implemented a fully functional and well documented fusion tree that can perform predecessor queries with a constant number of operations in a general BigInt.
CodCad was an online platform created to teach competitive programming for free. I co-founded CodCad in 2016.
Noic is a project that promotes scientific olympiads in Brazil and democratizes access to them. I presided Noic in 2016