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Valentin Pletea-Marinescu πŸ‘¨β€πŸ’»

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Bachelor's Student at National University of Science and Technology Politehnica Bucharest
Faculty of Automatic Control and Computer Science (2022–2026)

πŸ” About Me

πŸš€ Passionate Computer Science student with a knack for solving complex problems through elegant code.

I'm specializing in various domains of computer science, blending theoretical knowledge with practical applications. My technical journey encompasses:

  • Machine Learning - Building intelligent systems that learn from data
  • Web Development - Creating robust web applications with modern frameworks
  • Embedded Systems - Designing hardware-software integrated solutions
  • Database Management - Optimizing data storage and retrieval systems
  • Software Engineering - Applying best practices for scalable software
🧠 My Philosophy
I believe in continuous learning and pushing boundaries. Every project is an opportunity to expand my skills and contribute meaningful solutions to real-world problems. I'm particularly interested in the intersection of different technologies and how they can be combined to create innovative applications.

πŸ› οΈ Tech Stack

Category Technologies
Languages Python C++ Java PHP MATLAB Verilog
Frameworks & Libraries Spring Boot TensorFlow Scikit-learn Pandas NumPy
Tools & Platforms Git Docker Kubernetes Postman phpMyAdmin
Databases MySQL PostgreSQL

πŸ“Š GitHub Analytics

GitHub Trophies

πŸ”₯ Featured Projects


πŸ“ Project Highlights

🧠 Machine Learning

  • Unsupervised Anomaly Detection - Implemented multiple algorithms (KNN, LODA, ABOD, OCSVM) for detecting anomalies in datasets without labeled data.
  • Hyperspectral Classification - Achieved 97% accuracy in classifying remote sensing imagery using ensemble methods and neural networks.

🌐 Web Development

  • Construction Materials Management App - Full-stack web application with Spring Boot backend and responsive frontend for inventory tracking.
  • Police Population Record - PHP-based system for efficient management of population data with advanced search capabilities.

πŸ’» Embedded Systems & Low-Level Programming

  • Temperature Monitoring System - Arduino-based solution for real-time temperature monitoring with alert mechanisms.
  • Image Editor - Built from scratch in C with multiple image processing capabilities and optimized algorithms.

πŸ”„ Other Projects

  • Weather Viewer Application - JavaScript application for real-time weather information display using external APIs.
  • IEEE754-FPU - Implementation of a Floating-Point Unit compliant with IEEE754 standard.
  • Hotel Management System - Comprehensive solution for managing hotel operations.
View More Projects
  • To-Do List Application - Task management solution with priority settings and reminders
  • Mechanical System Modeling - Simulation of mechanical systems using differential equations
  • Wordle Game Clone - Recreation of the popular word game with additional features

πŸ“ˆ Contribution Insights

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⚑ Recent GitHub Activity
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πŸ“« Connect With Me

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  1. construction-materials-app Public

    Java 2

  2. hyperspectral_classification Public

    Python 2

  3. IEEE754-FPU Public

    Verilog 2

  4. Image-Editor Public

    C 2

  5. police_population_record Public

    PHP 2

  6. unsupervised_anomaly_detection Public

    Python 2