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Nate1809/README.md

🚀 Esteban Nathan Guzman | Curiosity-Driven Developer 🌟

About Me

Tech is my playground, and I'm always looking to solve something interesting.

My background in AI and computer science lets me dive into complex challenges with a mix of analytical thinking and creative problem-solving. Whether I'm developing machine learning models, exploring new technologies, or geeking out over the latest innovations, I'm driven by that spark of figuring something out that hasn't been done before.

From strategic board game AIs to dance video classifiers, I transform intricate technical challenges into elegant solutions that push the boundaries of what's possible. 🌟

🎓 Education

  • Stanford University 🌲 | Graduate Certificate in Artificial Intelligence
    • Advanced Coursework: AI Principles, Machine Learning, Deep Learning, Reinforcement Learning
  • University of Texas at Austin 🤘 | B.S. in Computer Science
    • Specialized in Data Science, AI Ethics, and Advanced Programming
  • University of Helsinki Full Stack Open 🌐
    • Full-stack JavaScript, React, Express.js/Node.js, automated testing (Playwright)

🛠️ Tech Wizardry

Programming Languages

Python Swift Java JavaScript SQL

Machine Learning & AI

PyTorch Scikit-Learn Computer Vision Reinforcement Learning

Web & Backend

Django RESTful APIs HTML CSS

Tools & Technologies

Docker CI/CD PostgreSQL MySQL

🚀 Code Chronicles: Some of My Digital Creations

🎲 Catan AI Agent: Strategic Pixel Conquest

Imagine an AI that doesn't just play Catan, but masters it. Using Monte-Carlo Tree Search, I've created an agent that learns, adapts, and strategizes like a digital board game champion.

💃 Dance Video Classification: Rhythm Decoded

Transforming how machines perceive dance. My enhanced I3D model doesn't just watch – it understands the rhythm, style, and nuance of movement.

🛒 Sei: Multi-Agent AI Therapist

Reimagining AI Therapy with Google’s Agent Development Kit

💪 Muscle Buddy

AI fitness coaching, science backed hypertrophy training

📡 Connect & Collaborate

LinkedIn GitHub

Where curiosity meets creation 🚀✨💻

Pinned Loading

  1. sei_agent_capstone sei_agent_capstone Public

    Sei: An empathetic AI therapist agent built with Google ADK and Gemini for accessible mental wellness support. (Google GenAI Capstone Project)

    Python

  2. leeswu/dancing-in-style leeswu/dancing-in-style Public

    Python 1

  3. chriskynguyen/CS234FinalProject_Catan chriskynguyen/CS234FinalProject_Catan Public

    Python 1