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beltran99/README.md

Hi there, my name is Beltrán 👋 and I love ML 🤖 and computer science 💻

Work experience 👔

Job Position Company Work Period
University Project Assistant TU Graz Jan 2024 - Sep 2025
AI Intern Ava Feb 2023 - Jul 2023
Research Intern LIDIA Lab Apr 2022 - Jul 2022
R&D Intern 2Mares Mar 2021 - Jul 2021
C#/.NET Development Intern 2Mares Jun 2020 - Aug 2020

Education 🎓

Projects 🐾

  • Weather stream - Real-time weather data pipeline built with Open-Meteo API and Apache Kafka.
  • MapReduce for Word Count - Word Count implementation using MapReduce framework, gRPC and Python 3.8.10.
  • TreasureRoom-RL - Grid-world environment where a Reinforcement Learning agent has to find a treasure in a room with different obstacles.
  • AnimeRecommender - Anime recommendation system built with Surprise and a tkinter-based GUI.

Research publications 📝

  1. Beltran Castro Gomez, Yannick Werner, and Sonja Wogrin. “Towards Time Series Aggregation with Exact Error Quantification for Optimization of Energy Systems”. In: 2025 21st International Conference on the European Energy Market (EEM). 2025, pp. 1–9. DOI: 10.1109/EEM64765.2025.11050224.

How to reach me 📫

Pinned Loading

  1. mapreduce mapreduce Public

    MapReduce Word Count implementation using Python and gRPC.

    Python

  2. weather-stream weather-stream Public

    Real-time weather data pipeline built with Docker, Apache Kafka, Open-Meteo API, and Streamlit.

    Python

  3. TreasureRoom-RL TreasureRoom-RL Public

    Grid-world environment where a Reinforcement Learning agent has to find a treasure in a room with different obstacles.

    Python

  4. KernelMethods KernelMethods Public

    Kernelization of some ML techniques

    Python