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RubenAAA/README.md

👋 Hi, I'm Ruben Avanesov!

🎓 Dual MSc in Finance & Data Science at IE University
📈 Data-driven finance & AI enthusiast | Quantitative Analysis | Machine Learning | NLP
🏆 Competitions & Achievements:

  • IEEE-CIS Fraud Detection (Kaggle): Developed a LightGBM-based fraud detection system (AUC-ROC 0.92 private, 0.95 public)
  • EDP Renewables Datathon: Created an LSTM-based electricity price forecast (RMSE = 15, 1st place in category)
  • IMC Prosperity trading challenge Wrote trading strategies in python, placed in top 2 %

💡 What I Do:

  • Financial Modeling | Algo Trading | Time Series Forecasting | AI in Finance
  • Python, MATLAB, SQL, VBA, R, Bloomberg Terminal, Machine Learning
  • Exploring Deep Learning, Reinforcement Learning, Bayesian Optimization

🎓 Certifications

  • Bloomberg Certification Program
  • Machine Learning & AI for Business (IE University)
  • AmplifyME: Mergers and Acquisitions Simulation
  • JPMorgan Chase Investment Banking Virtual Experience Program

📬 Let's connect! LinkedIn | GitHub | Email

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  1. Chess-vision-Deep-Learning-Final-Project Chess-vision-Deep-Learning-Final-Project Public

    This is the repo for the final project for the Deep Learning class, that uses computer vision to translate chess board images to a 2d representation of the position

    Jupyter Notebook 4

  2. datathon_yottabyte datathon_yottabyte Public

    datathon project of the yottabyte team

    Jupyter Notebook 2

  3. LunarLander-v3 LunarLander-v3 Public

    This project implements a Reinforcement Learning (RL) agent to control a Lunar Lander in the LunarLander-v3 environment using Proximal Policy Optimization (PPO).

    Jupyter Notebook

  4. ML_project ML_project Public

    project for ML

    Jupyter Notebook