Mateus Gonçalves Machado
Education
PhD in Computer Science
Focus on Reinforcement Learning and reward signals research.
MSc in Computer Science
Focus on Reinforcement Learning.
BSc in Computer Engineering
Experience
Reinforcement Learning Researcher · Team Lead
- Task management and team coordination
- Discovery and application of RL methods for real-world problems
Tech Lead
- Task management
- Discovery and exploration of robotics technologies
Cluster Manager
- Managed the ParqueTec-UFPE cluster
- Organized cluster activities and Slurm management
Academic Experience
RobôCIn
- Designed and developed robot soccer behaviors using C++, Python, Docker
- Developed AI algorithms for soccer robots
- Created metrics to analyze team performance data
- Led the team, organizing schedule, activities, and managing Git repositories
Renewable Energy Center
- Studied Time Series methods for Wind Power Prediction on Wind Farms
- Developed ML methods for Wind Power Prediction
- Designed a Web application to analyze Wind Turbines status and predict Time Series
Proxy Oil Lab — LITPEG
- Studied Artificial Neural Network methods for sequential data prediction
- Developed ML methods for sequential data prediction
Skills
Languages: Python (6 years), C/C++ (2 years), SQL
Technologies: Deep and Machine Learning, ROS2, Gazebo, Docker, Git, Unix/Bash
Languages: Portuguese (Native), English (C1)
Accomplishments
- Winner in Latin America Robotics Competition among 10 teams (2020, 2021, 2022, 2023)
- Second place in HackaSerpro (2019)