Diogo G.Data Scientist
Skills
Electronic Engineer with a degree from the University of Brasília, currently advancing academic pursuits through a master's degree in the graduate program in mechatronic systems at the same institution. Specialized in artificial intelligence applications for computer vision. Aiming to translate academic knowledge into practical workforce solutions, recognizing the integral role of such expertise in driving process innovation and technological advancement.
Systems Analyst
3/1/2023 - Present
Implemented, monitored, and proposed enhancements for the software and hardware of autonomous vehicle navigation systems, specializing in automotive electronics. Developed technical expertise in programming languages such as C, C++, and Python. Applied and fine-tuned AI algorithms to improve system performance. Gained in-depth knowledge of sensor integration and optimization for real-time data acquisition. Worked extensively with microcontrollers and various communication protocols to ensure seamless and reliable vehicle operations.Software Developer (machine/deep learning)
11/1/2022 - 4/1/2023
Participated in a collaborative project between the University of Brasília and colleges in the state of Goiás, focusing on the application of computer vision and artificial intelligence to support beekeepers in decision-making. Emphasized deep learning solutions, including the development of classification models, segmentation, and object detection. Gained expertise in frameworks such as TensorFlow and PyTorch, utilizing techniques from machine learning to improve image analysis and model accuracy. Integrated solutions into a user-friendly interface to ensure practical applications for non-technical users. Contributed to the optimization of data pipelines and model deployment, ensuring efficient processing and real-time decision support. Demonstrated strong analytical skills and collaborative efforts within an interdisciplinary team, driving technological advancements in agriculture.Software Developer (machine/deep learning)
12/1/2021 - 4/1/2023
Contributed as a member of a software development team in a collaborative project between an academic institution and a private company, focusing on computer vision and artificial intelligence solutions for industrial applications. Developed expertise in creating 6D pose estimators, classifiers, and detectors, leveraging advanced techniques in AI and machine learning. Accomplished significant milestones in implementing robust computer vision solutions, applying frameworks and tools relevant to the domain, under strict confidentiality regarding primary objectives.Draftsman
9/1/2021 - 11/1/2021
Developed expertise in creating mechanical diagrams required for various installations, including the ability to produce precise Single Line Diagrams. Gained proficiency in verifying specifications and ensuring the proper sizing of electrical and electronic components to prevent under or over-sizing. Demonstrated capability in conducting protocol network access verifications in collaboration with the relevant utility companies. Conducted technical visits to perform measurements and inspect existing electrical installations to ensure compliance and operational efficiency.Hardware Developer
1/1/2020 - 12/31/2021
Led the development of a data acquisition and monitoring board for rotating parking barriers. Proposed and implemented hardware improvements on the serial communication board (RS232/RS485) and the parking barrier control board. Conducted material quoting and coordinated the installation of developed boards at client sites. Created comprehensive documentation for the production and monitoring of PCB/PCI manufacturing processes. Designed and developed 3D parts, as well as schematics and circuit layouts.Hardware Developer
1/1/2020 - 12/31/2021
Engineered and implemented a bus communication system using the CAN protocol, ensuring reliable data transmission and integration with vehicle networks. Designed and developed solutions for measuring various quantities, optimizing sensor accuracy, and data collection efficiency. Spearheaded the development of the vehicle's onboard computer, focusing on performance enhancement, real-time processing, and system stability.
Electronic Engineering at University of Brasília
2015 - 2021Deep Learning and Computer Vision at University of Brasília
2021 - 2023
Data Science Course at ALURA
8/1/2023Apache Spark Course with Python at ALURA
8/1/2023Django Web Framework and Django Rest Framework Course at Udemy
12/1/2022Practical Deep Learning Course with TensorFlow and Python at Udemy
8/1/2021Automotive Embedded Software Modeling and Testing Course at Universidade Federal de Santa Catarina (UFSC)
7/1/2021
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