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pedromgsantos/README.md

Hey 👋 What's up?

My name is Pedro and I'm a Data Science Student at NOVA IMS.

I'm currently on a journey through Machine Learning, Computer Vision, Generative AI and deep-learning frameworks like PyTorch, TensorFlow and OpenCV, aiming to build a strong portfolio, master practical model development and work confidently with real-world data.

I code with

python logo pandas logo numpy logo pytorch logo tensorflow logo opencv logo mysql logo react logo typescript logo javascript logo java logo

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  1. financial-tweet-sentiment-analysis financial-tweet-sentiment-analysis Public

    Financial tweet sentiment classification (Bearish/Bullish/Neutral) with classical ML, FinBERT, Twitter-RoBERTa, DeBERTa-v3, Phi-3-mini, and a LangChain agentic workflow.

    Jupyter Notebook 1

  2. wikiart-artist-classification wikiart-artist-classification Public

    Forked from joaopavila120/Deep-learning--WikiArt-Image-Classification

    Deep learning project for artist classification on the WikiArt dataset, combining scratch CNNs and fine-tuned transfer learning models to identify painting authorship across 23 artist classes.

    Jupyter Notebook 1

  3. regression-car-price-prediction regression-car-price-prediction Public

    Machine learning regression pipeline for predicting used car prices through preprocessing, feature engineering, and model optimisation.

    Jupyter Notebook 1

  4. spark-sentiment-citation-analytics spark-sentiment-citation-analytics Public

    Big Data pipeline combining YouTube comment sentiment classification using Spark MLlib and fine-tuned DistilBERT, with DBLP citation network graph analytics to analyse relationships and evolution.

    Jupyter Notebook 1

  5. world_cup_2026_predictions world_cup_2026_predictions Public

    Probabilistic World Cup 2026 forecaster blending a Dixon-Coles goal model with a calibrated LightGBM outcome model, backtested and simulated via Monte Carlo across the full tournament bracket.

    Python 1

  6. genetic-image-reconstruction genetic-image-reconstruction Public

    Evolutionary image approximation using a genetic algorithm to reconstruct Girl with a Pearl Earring from 100 RGBA triangles.

    Jupyter Notebook 1