Arthur Queiroz Moura
Computer Science undergraduate at the University of São Paulo (USP).
Passionate about leveraging mathematical and computational techniques to tackle complex problems and even participating in international competitions like the International Collegiate Programming Contest (ICPC) and the International Mathematics Competition (IMC).
I’m particularly enthusiastic about Competitive Programming, Pure Mathematics, Machine Learning, Data Science, Computational Geometry, Probabilistic Machine Learning and Theoretical Computer Scicence.
Study of the Algorithmic Topology of String-Averaging for Stochastic Gradient Methods with Applications to Supervised Machine Learning in Deep Neural Networks (2023-2024)
During this project, I proved the convergence of a variant of the ADAM optimization algorithm (called ADAMSA) under some assumptions.
Discrete Differential Geometry from a Singularity Theory view point (2022- 2023)
During this project, I successfully created singularity theory concepts for discrete plane curves and showed that analogous results from the 'smooth world' also hold in the 'discrete world'.
Publications
A collection of articles, presentations or talks.
Presentation - Discrete Plane Curves, 3rd Workshop of the Thematic Project: 'Singularity Theory and applications to Differential Geometry, Computer Vision and Image Processing'
awards
Less relevant awards have been omitted.
15th place nationally at the national phase of the International Collegiate Programming Contest (ICPC)
Golden Medal at the 16th Interuniversitary Iberoamerican Mathematical Competition (CIIM)
Officially represented Brazil in the competition.
1st place locally at the subregional phase of the International Collegiate Programming Contest (ICPC)
Silver Medal at the 31st International Mathematics Competition (IMC)
Silver Medal at the 30th International Mathematics Competition (IMC)
Silver Medal at the 29th International Mathematics Competition (IMC)
skills
- Python
- SciKitLearn
- Pandas
- Matplotlib
- Tensorflow
- Pytorch
- Jupyter
- HTML5
- css3
- javascript
- hugo
- git
- bash
- c
- C++
- Haskell
- Java
- Latex
- Lean
- Rocq
experience
Math Studies Group Lecturer & Organizer
I teach and organize classes to prepare undergraduate students (especially freshmen) for various undergraduate math competitions (e.g. IMC). I also do a lot of bureaucratic work.