šØāš I'm Mateus Karvat, Computer Scientist from Cascavel-PR in the south of Brazil. I graduated from UNIOESTE in 2022 and I'm currently doing my Masters in Computing at Queen's University - Canada.
š¬ During my BSc I have done undergraduate research in Quantum Computing and Deep Learning, as well as organizing outreach events with the PETComp group. A few papers based on these projects have been published in national and international journals and conferences. For my MSc, I have been working on Computer Vision for Autonomous Vehicles š.
š¤ I love learning new things and consider myself to be a multipotentialite. For hobbies, I love gaming š®, TV Shows (Huge Mr Robot šØāš» and Star Trek š fan), Formula 1 šļø, and Running šāāļø.
šØ You can reach me on LinkedIn or by email (mateus dot karvat at queensu dot com).
š Here are some of the projects I've worked on during my MSc:
| Project | Created for | Stack | Year |
|---|---|---|---|
| Six Degrees of Planning: Automated Planning for Surgical Navigation Under MyCobotās Six Degrees of Freedom | Automated Planning course | PDDL+ | 2023 |
| Gait Pattern Generation for Humanoid Robots using Reinforcement Learning | Reinforcement Learning course | Python (Stable Baselines, Gymansium) | 2023 |
| Increasing ParC-Netās Performance with Half-blocks | Deep Learning course | Python (PyTorch) | 2023 |
š Here are some of the projects I've worked on during my BSc, sorted by their complexity (considering scope, length and how tough each one was at the time):
| Project | Created for | Stack | Complexity | Year |
|---|---|---|---|---|
| Can lies be faked? | BSc Thesis and paper | Python (GluonCV, Pandas, TensorBoard) | šµ šµ šµ šµ šµ | 2022 |
| 3DPolygoneer | Computer Graphics class | Python (NumPy) | šµ šµ šµ šµ šµ | 2021 |
| organizapet | Software Engineering class | Flutter, Dart, Firestore | šµ šµ šµ šµ ā« | 2021 |
| Compiladoh Du Mineirin | Compilers class | Python (Pandas) | šµ šµ šµ šµ ā« | 2022 |
| oscar Tracker | Systems Development Technologies class | Java-Android, SQLite | šµ šµ šµ ā« ā« | 2021 |
| Microplastic Counting | Research project | Python (PyTorch) | šµ šµ šµ ā« ā« | 2021 |
| Project-F1 | Databases class | PostgreSQL, Java | šµ šµ šµ ā« ā« | 2021 |
| MemARy | Augmented Reality class | Unity (C#, Vuforia) | šµ šµ ā« ā« ā« | 2020 |
| Machine Learning | Machine Learning class | Python (ScikitLearn, NumPy, Pandas, Seaborn, Matplotlib) | Ā Ā šµ šµ ā« ā« ā« Ā Ā Ā Ā Ā Ā Ā Ā | 2020 |
| Galaxies Neural Network | AI class | Python (PyTorch, Pandas, TensorBoard) | šµ šµ ā« ā« ā« | 2021 |
| playbook megahack | Online hackathon | Unity (C#) | šµ šµ ā« ā« ā« | 2020 |
| Integrae BOT | Manage an online event | Python | šµ šµ ā« ā« ā« | 2021 |
| Leaf Counter | Digital Image Processing class | Python (OpenCV, NumPy) | šµ šµ ā« ā« ā« | 2020 |
| SuperMini | Operational Systems class | Python | šµ šµ ā« ā« ā« | 2022 |
| Super Genetic Algorithms World | AI class | Python (PyBoy) | šµ šµ ā« ā« ā« | 2021 |
| expert system assignment | AI class | Python (Experta) | šµ šµ ā« ā« ā« | 2021 |
| Algoritmos de Busca | AI class | Python | šµ šµ ā« ā« ā« | 2021 |
| Protocolos TCP e UDP | Computer Networks class | Python (Socket) | šµ šµ ā« ā« ā« | 2022 |
| fat16 reader | Operating Systems class | Python | šµ ā« ā« ā« ā« | 2022 |
| NLW Together Flutter Project | Online bootcamp | Flutter, Dart | šµ ā« ā« ā« ā« | 2021 |
| Hamming Code With Dictionaries | Computer Organization and Architecture class | Python | šµ ā« ā« ā« ā« | 2020 |
| TLBSimulator | Operating Systems class | Python (Pandas, Matplotlib) | šµ ā« ā« ā« ā« | 2022 |
| Daniao | Cryptography study group | Python | šµ ā« ā« ā« ā« | 2021 |
| quadratic sorting algorithms | Algorithm Analysis and Design | Python (Pandas, Matplotlib) | šµ ā« ā« ā« ā« | 2022 |
| mochila binaria | Algorithm Analysis and Design | Python (Pandas, Matplotlib) | šµ ā« ā« ā« ā« | 2022 |
| Hash | Algorithm Analysis and Design | Python (Pandas) | šµ ā« ā« ā« ā« | 2022 |
| Kruskal | Algorithm Analysis and Design | Python | šµ ā« ā« ā« ā« | 2022 |
| AES e RSA | Computer Networks class | Python (PyCryptoDome, Socket) | šµ ā« ā« ā« ā« | 2022 |