Chess Endgame Analysis and Prediction with Neural Networks
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Summary
Applied data mining and machine learning techniques to analyze complex chess endgame problems and construct a functional predictive model.
Henrique José de Souza
Aspiring Software Engineer | AI/ML Developer
Birigui, BR.About
Highly motivated Computer Engineering student with a robust foundation in software development, web technologies, and artificial intelligence. Proven ability to apply complex algorithms and data analysis techniques through impactful academic projects, including an AI-powered chess predictor and an electronic component identification web application. Eager to leverage a comprehensive technical skill set and strong problem-solving abilities to contribute to innovative software development or AI/ML initiatives.
Work
Iberfios Fiação e Tecelagem LTDA
|Apprentice Installation Electrician
Nova Odessa, SP, Brazil
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Summary
Supported industrial operations by assisting with electrical installations and preventive maintenance as an apprentice, gaining foundational technical skills.
Highlights
Supported senior electricians in performing electrical installations, ensuring adherence to safety protocols and technical specifications.
Assisted with preventive maintenance on industrial machinery, contributing to the reduction of equipment downtime and improved operational efficiency.
Developed foundational technical skills in electrical systems, diagnostics, and safety procedures through hands-on application and SENAI-facilitated training.
Collaborated effectively within a team environment to ensure timely completion of maintenance tasks and adherence to project schedules.
Education
Instituto Federal de São Paulo – Câmpus Birigui
Birigui, SP, Brazil
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Bachelor of Engineering
Computer Engineering
Escola SENAI "Prof. João Baptista Salles da Silva"
Americana, SP, Brazil
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Technical Course
Electro-electronics
Languages
Portuguese
English
Spanish
Skills
Programming Languages
C++, Python, C, Java, PHP, C#.
Web Development
HTML, CSS, JavaScript, TypeScript, React.js, Next.js.
Databases
MySQL, Oracle, PostgreSQL, Supabase.
Tools & Platforms
Docker, Git, Arduino, ESP32, AutoCAD, Blender, .NET, Windows Forms, WPF.
Artificial Intelligence & Machine Learning
Minimax Algorithm, Neural Networks, Machine Learning, Data Mining, Scikit-learn, TensorFlow, Keras.
Data Analysis & Manipulation
Pandas, NumPy.
Software Development
Problem Solving, Algorithm Design, Software Architecture, Full-Stack Development, Desktop Application Development.
Projects
Electronic Component Identifier (Web Application)
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Summary
Developed a web-based educational application designed to assist electronics students in recognizing and studying electronic components by combining Computer Engineering and Electro-electronics knowledge.
Tic-Tac-Toe with AI (Minimax Algorithm)
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Summary
Developed a classic Tic-Tac-Toe desktop application with a challenging AI agent, focusing on the implementation of game theory concepts.