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SERGI0HERREROS/README.md



Hey There! I am Sergio Herreros

About Me

  • 🎓 Computer Engineer currently pursuing an MSc in Artificial Intelligence.
  • 🤖 Passionate about Artificial Intelligence and Machine Learning. Now, I am learning Quantum Machine Learning!
  • 🚀 Always eager to explore new technologies and continuously expand my technical knowledge.
  • đź“‚ My GitHub profile includes repositories showcasing projects and coursework I have worked on.

Technologies & Tools

Programming Languages

Python Java R SQL HTML C

AI & Data Science

LangChain Hugging Face Ollama TensorFlow PyTorch Pandas Scikit-learn Matplotlib NumPy

Data Engineering & MLOps

Apache Airflow Docker

Databases

MySQL MongoDB Oracle Postgres

Cloud

Microsoft Azure AWS

Backend & API Development

FastAPI Flask

Development Tools

Git Visual Studio Code Eclipse

Connect with me:

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  1. OncoCBR OncoCBR Public

    OncoCBR is a clinical decision-support system based on Case-Based Reasoning (CBR), enhanced with Knowledge Graphs and a Clinical Large Language Model (LLM). The platform assists clinicians and rese…

    Jupyter Notebook

  2. elena-17/DataMining-24-25 elena-17/DataMining-24-25 Public

    Repositorio para la asignatura de Minería de Datos en el curso 2024-2025 del Grado en Ingeniería Informática en Ciudad Real.

    HTML

  3. NLP_ProgramasElectorales NLP_ProgramasElectorales Public

    Electoral Analysis System based on Natural Language Processing (NLP) for the comparative study of the electoral programs of the Popular Party (PP) and the Spanish Socialist Workers’ Party (PSOE) fr…

    Jupyter Notebook

  4. Progress-Task-3-ML Progress-Task-3-ML Public

    Analyzing and clustering tweets to detect disinformation. Includes data preprocessing, topic modeling using BERTopic, and experimentation with multiple models.

    Jupyter Notebook

  5. MachineLearning-Task-2 MachineLearning-Task-2 Public

    Predicting H1N1 and seasonal flu vaccinations using survey data. Includes data preprocessing, exploratory data analysis (EDA), model experimentation, and evaluation of multilabel classification app…

    Jupyter Notebook

  6. MachineLearning24-25-Task-1 MachineLearning24-25-Task-1 Public

    Applying ML theory to real-world problems (wine dataset). Includes experimentation with classification and regression ML models.

    Jupyter Notebook