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VforVitorio/README.md

🏎️ Welcome to my GitHub Profile!

Banner VforVitorio

I'm currently a 4th-year student in Intelligent Systems Engineering at UIE Campus Coruña, with a strong focus on AI applications in motorsport analytics. I'm also an alumnus of the Engineering Summer Programme (2023) at Girton College, Cambridge University, where I gained foundational knowledge in quantum mechanics, jet engines, and nanotechnology.

Continuously expanding my expertise through self-directed learning, I have completed the DeepLearning Specialization by DeepLearning.AI, among other certifications and courses in AI and data science.


GitHub Stats

Top Languages


🏆 Certifications & Education

  • 🎓 4th-year Intelligent Systems Engineering - UIE Campus Coruña
  • 🏛️ Engineering Summer Programme (2023) - Girton College, Cambridge University
  • 📚 Deep Learning Specialization - Andrew Ng (Coursera) ✅ Completed
  • 🔬 IBM Deep Learning with PyTorch, Keras and Tensorflow - Professional Certificate ✅ Completed
  • 📊 DeepLearning.AI Data Analytics Professional CertificateCompleted

🌟 About Me

🏁 F1 AI & Data Analytics Specialist

  • Developing multi-model AI systems for Formula 1 strategy optimization
  • Research focus on rule-based expert systems and predictive modeling

💡 AI-Powered Sports Analytics Enthusiast

  • Specialized in machine learning, deep learning, and intelligent systems
  • Passionate about extracting insights from telemetry data and race dynamics

🌱 Continuous Learner

  • Currently completing DeepLearning.AI Data Analytics Professional Certificate
  • Always exploring new AI applications in motorsport analytics

🛠️ Technical Skills

Languages

Python JavaScript HTML5 CSS3

Frameworks & Libraries

PyTorch TensorFlow scikit-learn Pandas NumPy Matplotlib Plotly Streamlit

Tools & Platforms

Git GitHub Docker MCP

Specialized Expertise

  • Multi-modal AI systems (computer vision, NLP, time-series analysis)
  • Deep learning for complex pattern recognition in racing data
  • Intelligent systems and expert rule engines for strategic decision-making
  • Mathematical modeling of racing dynamics and tire physics
  • Interactive dashboards for real-time race strategy optimization
  • Predictive analytics for performance trends under varying conditions

📂 Featured Projects

🏎️ F1 Strat Manager AI

Banner VforVitorio

An integrated F1 Strategy Assistant that combines different AI models to provide recommendations for race engineers. It leverages multiple AI methods—from Deep Learning and NLP to expert systems and predictive modeling—to optimize Formula 1 race strategies.

🔗 github.com/VforVitorio/F1_Strat_Manager

🏁 F1 AI Team Detection

F1 Gif demo

Project focused on identifying and classifying F1 teams from race images and videos.The project also includes a feature that draws a line displaying the gap between cars in both meters and seconds. Extension of the Team Detection modelling made in F1 Strat Manager AI.

🔗 github.com/VforVitorio/F1_AI_team_detection

🌐 Web Development Portfolio

Responsive websites and apps built with HTML, CSS, JavaScript, and Reflex for seamless UX.

🔗 Digital Transformation Tool

🔗 SailGreen, sustainable ship renting idea

🔗 My personal Portfolio, built entirely with Reflex

🤖 AI & Simulation Experiments

Gymnasium-based simulations exploring reinforcement learning in dynamic environments.

🔗 github.com/VforVitorio/PLE03

Final project of Machine Learning subject made alongside @Santisoutoo, first semester of third year.

🔗 https://github.com/Santisoutoo/aprendizaje_autom-tico


📊 GitHub Activity

GitHub Streak

GitHub Activity Graph


🤝 Let's Connect


🚀 Ready to build something amazing together? Let's connect!

⚡ Always open to discussing AI, Formula 1, and innovative projects ⚡

Profile Views

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  1. F1_Strat_Manager F1_Strat_Manager Public

    AI Models for Strategy Recommendations in Formula 1 races. Final Project of 3rd year UIE Intelligent Systems Engineering. Trained with 2023 Barcelona GP data from FastF1.

    Jupyter Notebook 6

  2. F1_AI_team_detection F1_AI_team_detection Public

    Computer vision project using YOLO to detect and classify Formula 1 teams in race images and videos. It also estimates and visualizes the distance between cars in real-time, displaying the gap in b…

    Jupyter Notebook 2

  3. F1_Telemetry_Manager F1_Telemetry_Manager Public

    F1 telemetry analysis tool with multimodal input and automatic reports, made with Streamlit.

    Python 2 1

  4. F1_AC_Digital_Twin F1_AC_Digital_Twin Public

    A F1 digital twin trained through BL and RL for Asseto Corsa. Dashboard made with Grafana, InfluxDB and Apache Kafka

    Jupyter Notebook 2

  5. Portfolio Portfolio Public

    My personal portfolio, with contact, experience, and proyects section. Webpage made entirely with Reflex

    HTML 1

  6. Aprendizaje-Automatico Aprendizaje-Automatico Public

    Machine Learning University Subject Repo

    Jupyter Notebook 1