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RauPro/README.md

Hi there, I'm Raúl Guillén 👋

Hi

I am a Data Scientist and AI Engineer currently pursuing my M.Sc. in Data Science at Harbour.Space Institute of Technology. My passion lies in leveraging AI and machine learning to solve complex problems, with a special interest in Generative AI, Natural Language Processing for Social Good, and Algorithmic Trading Strategies.

My background includes over four years of professional software engineering, where I delivered high-impact solutions for clients like Bain & Company and the Golden State Warriors. I am now focused on applying my skills in a data-centric role.


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  • 🔭 I'm currently pursuing my MSc. in Data Science and a thesis focused on Generative AI.
  • 🤖 My core technical skills include: Python, TensorFlow, PyTorch, AWS (SageMaker, S3), GCP, Docker and Mlops.
  • 👯 I’m looking to collaborate on open-source AI/ML projects, MLOps implementation, or tools in the FinTech/Blockchain space.
  • 💬 Talk to me about Deep Learning, System Design, LLMs, and Algorithmic Trading.

🚀 Featured Projects

LevelUp: AI-Powered Technical Interview Platform

Description: An AI platform that generates unique programming problems for interviews. It uses a RAG model to assess problem-solving skills, not memorization, saving time and ensuring fairness.

Stack: Python, LangChain, LangGraph, MLflow, Sentence-Transformers, PostgreSQL, ChromaDB, FastAPI.

LevelUp

MEV Bot on Blockchain

Description: A Python-based MEV bot that performs sandwich attacks on Uniswap V2. [cite_start]It monitors the Sepolia mempool, simulates profitability, and executes trades using asyncio and web3.py[cite: 31, 32].

Stack: Python, Uniswap V2, Blockchain, QuickNode, web3.

MEV Bot


📊 My GitHub Stats

RauPro's github stats Top Langs

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  1. Algorithmic-Toolbox Algorithmic-Toolbox Public

    My personal repository for problems of Coursera course Algorithmic Toolbox By University Of California San Diego

    C++ 5

  2. GiphySearch GiphySearch Public

    App to search gifs, using Giphy Api

    JavaScript 4

  3. Pokemons-manager Pokemons-manager Public

    JavaScript 4

  4. Competitive-Programming Competitive-Programming Public

    Python 3 1

  5. My-blog My-blog Public

    JavaScript 3