Pedro H.Full-stack Product Engineer
Skills
Mechatronic Engineer with six years of expertise in electronic board design, covering both software and hardware domains, and two years of development experience in Java. Currently engaged in master's studies concentrating on the interpretability of deep convolutional networks for image classification tasks. Exhibits a strong interest in creating algorithms and software that leverage AI techniques for data analysis and business intelligence purposes. Proficient in Matlab, C/C++, and Python, backed by substantial hands-on experience.
Mid-Level Software Developer
8/1/2021 - Present
Developed and maintained country-wide air traffic management systems using a combination of backend and frontend technologies. Gained proficiency in Python, Java, and SQL for backend application development. Implemented efficient frontend solutions utilizing Vue.js, Angular, CSS, and HTML.Mechatronic Engineer
2/2/2016 - 8/1/2021
Specialized in the project and development of electronic circuits with a strong focus on microcontrollers. Expertise includes the simulation, design, hardware and software development, prototyping, and testing of electronic components. Proficient in working with sensing circuits, battery and ultracapacitor chargers, and a diverse range of sensors. Extensive experience in firmware development tailored for microcontrolled products, leading to efficient and reliable performance of the designed systems.Researcher
1/2/2015 - 1/2/2016
Gained expertise in the development and application of artificial intelligence algorithms with a specific focus on biological models. Cultivated advanced skills in machine learning techniques, including supervised learning, unsupervised learning, and reinforcement learning. Demonstrated proficiency in programming languages such as Python and R, along with frameworks like TensorFlow and PyTorch. Utilized data analysis tools, including Pandas and NumPy, to preprocess and analyze vast datasets. Implemented neural networks and deep learning models to simulate biological processes, incorporating knowledge of bioinformatics and computational biology. Used version control systems, such as Git, for collaborative project management and code maintenance. Conducted thorough model validation and performance evaluation using cross-validation, ROC curves, and precision-recall metrics to ensure the accuracy and robustness of the artificial intelligence models developed.Intern
2/2/2013 - 7/2/2013
Developed expertise in optimization of control systems through advanced input filtering techniques. Demonstrated proficiency in MATLAB and Simulink for modeling and simulation purposes. Implemented complex control algorithms to fine-tune system performance, and leveraged Python for data analysis and automation of control processes. Utilized various filtering methods, such as Kalman filters and moving average filters, to enhance system stability and response times. Applied thorough knowledge of control theory and applied mathematics to optimize mechanical and electrical systems. Collaborated on interdisciplinary projects requiring integration of software and hardware components, ensuring robust system functionality. Maintained and documented code using Git for version control, promoting efficient team collaboration and project management.
Mechatronics, Robotics, and Automation Engineering at University of Brasília
2009 - 2015Mechatronics, Robotics, and Automation Engineering at Fontys Universities of Applied Sciences
2012 - 2013
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