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Prediction is not Reasoning
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Prediction is not Reasoning

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npinto97/README.md

πŸ‘‹ Hi, I'm Nicolas Pinto

πŸŽ“ I'm a Master's student in Artificial Intelligence with a background in Computer Science.
πŸ” I’m passionate about exploring how AI can be used to solve real-world problems, with a focus on NLP, LLM and Agentic AI.
πŸ€– I’m especially interested in applied research, AI accessibility, and ethical/transparent AI systems.


πŸš€ About Me

  • πŸ“š Currently studying for my MSc in Computer Science - Artificial Intelligence
  • πŸŽ“ Graduated with honors in Computer Science (BSc)
  • πŸ§ͺ Involved in research projects on web accessibility and usability testing with AI
  • πŸ’¬ Always eager to collaborate on innovative AI-based solutions
  • πŸ“ Based in Bari - Italy

πŸ› οΈ Technologies & Tools

  • Languages: Python, SQL, SPARQL, Prolog, ...
  • AI & ML: scikit-learn, TensorFlow, PyTorch, Transformers, OpenAI APIs, ...
  • Frameworks: LangChain, LangGraph, MLflow, Neo4j, FastAPI, Docker, ...
  • Other: Jupyter, Git, DVC, Prometheus, Grafana, ...

πŸ“‚ Featured Projects

Here are some of the projects I’ve worked on. For more details, feel free to explore the repositories!

  • 🧠 UNIVOX: AI-powered university support system using LLMs with RAG and LangChain
  • πŸ” Lexical Semantic Change Detection: Fine-tuning LLMs for semantic shift detection
  • πŸ” Fraud Detection: ML models for financial fraud using XGBoost, RF, and Naive Bayes
  • πŸš† Train Delay Prediction: Combining ML and Knowledge Graphs for predictive analytics
  • πŸ–ΌοΈ Amodal Shape Completion: Predicting occluded objects in images with CNNs and UNet
  • 🌬️ S2R-Wind: Evaluating semi-supervised models (S2RMS, CLUS+) against supervised baselines

πŸ‘‰ More on my GitHub repositories!


πŸ“« Let's connect


πŸ’» Tech Stack:

LangChain LangGraph LaTeX Python Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow Anaconda nVIDIA ApacheCassandra MySQL Neo4J Docker ElasticSearch Grafana Gradle Postman Prometheus Trello Figma


β€œNow I'm a scientific expert; that means I know nothing about absolutely everything.” ― Arthur C. Clarke, 2001: A Space Odyssey

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  1. study-buddy study-buddy Public

    UNIVOX: An intelligent AI agent for study assistance

    HTML

  2. amodal-shape-completion amodal-shape-completion Public

    Computer Vision Course Project, a.y. 2023-24

    Jupyter Notebook

  3. decision-support-system-for-software-management decision-support-system-for-software-management Public

    Repository for the project related to the Fundamentals of Artificial Intelligence course, academic year 2023-2024

    Prolog

  4. fraud-detection-with-ml fraud-detection-with-ml Public

    Jupyter Notebook

  5. graph-enhanced-train-delay-prediction graph-enhanced-train-delay-prediction Public

    This project aims to develop a train delay prediction model using a combination of Machine Learning, Deep Learning, and Knowledge Graphs.

    HTML

  6. LLM_Fine-tuning LLM_Fine-tuning Public

    Lab exam of Natural Language Processing course a.y. 2023-34

    Jupyter Notebook