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TonyRod116/README.md

Tony Rodríguez 👋

Software Engineer | AI & Machine Learning Specialist

Portfolio LinkedIn Email

"For 6 years, I built high-end homes. Now, I architect intelligent digital systems." 📍 Barcelona, Spain


🧱 The "Builder" DNA

My background as an entrepreneur and designer in luxury architecture (Founder of TotalHomes) gave me a unique edge: I know how to transform a complex vision into a tangible, high-quality reality.

I’ve traded blueprints for code, but my mindset remains the same: precision, creativity, and human-centered execution. I specialize in bridging the gap between sophisticated AI algorithms and Full Stack applications that solve real-world problems.


🎓 Specialized Education & Certifications

AI & Machine Learning

  • Machine Learning Specialization (DeepLearning.AI & Stanford University)
    • Supervised Learning: Linear/Logistic Regression, Neural Networks, Decision Trees.
    • Advanced Algorithms: Random Forests, XGBoost, and Functional Neural Networks with TensorFlow.
    • Unsupervised Learning: K-means Clustering, Anomaly Detection, Recommender Systems (Collaborative & Content-based), and Reinforcement Learning.
  • CS50’s Introduction to Artificial Intelligence with Python (Harvard University)
    • Foundations of modern AI: Graph Search, Minimax (Adversarial Search), Knowledge-based Agents (Logic Inference), Bayesian Networks, Markov Models, and Natural Language Processing (NLP).

Software Engineering

  • Software Engineering Immersive (General Assembly)
    • 420+ hours of professional-grade full-stack training, focusing on modern web architectures, Agile methodologies, and scalable database design.

🛠️ Technical Toolbox

Category Technologies
AI & Data Python TensorFlow Scikit-Learn Pandas NumPy
Frontend React TypeScript Tailwind Framer Motion
Backend Node.js Django PostgreSQL MongoDB
DevOps Docker Git AWS Linux

🚀 Featured Projects

🧠 Artificial Intelligence & Logic

  • BERT Mask Visualizer: An interpretability tool that visualizes BERT’s internal attention heads to understand how LLMs process language.
  • AI Games Collection: From Inference Logic in Minesweeper to a Q-Learning Agent in Nim that learns optimal play through experience.

💻 Full-Stack Development

  • TradeLab: Professional trading backtesting platform with financial data visualization. Recognized as a top-tier project by General Assembly.
  • BuildApp: The bridge between my two careers. A specialized platform connecting high-end construction professionals with clients.

🌱 Beyond the Screen

"The best technology is the one that disappears into the user's life while making it better."

I am a deep believer in AI, sustainable development, and persistent problem-solving. If I don't know how something works, I will deconstruct it until I do. I thrive in environments that value autonomy, curiosity, and high-impact goals.

Let's build the future together.

Pinned Loading

  1. ai-attention ai-attention Public

    AI attention

    Python

  2. ai-parser ai-parser Public

    AI Parser

    Python

  3. TradingLab TradingLab Public

    Trading Lab General Aseembly Project

    JavaScript

  4. TradingLab-Backend TradingLab-Backend Public

    Trading Lab Backend

    Python

  5. Ai-Tic-Tac-Toe Ai-Tic-Tac-Toe Public

    Ai Tic Tac Toe

    Python

  6. BuildApp-ga-first-full-stack BuildApp-ga-first-full-stack Public

    first incomplete version of BuildApp

    EJS