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Leossilva099/README.md

About Me

Master's student in Artificial Intelligence at the University of Coimbra.

Main interests: Deep Learning, Generative AI, Nature-Inspired AI, Classical ML, Knowledge Representation.

Currently expanding knowledge in Generative AI models and Nature-Inspired AI techniques such as evolutionary and bio-inspired approaches.

Goal: Contribute to research and innovation in AI.

In free time: coding, exploring AI tools, and playing guitar.

Also experienced with Semantic Web technologies (RDFLib, Protégé) for research purposes.

Languages & Tools

AI & Machine Learning


Data Science & Visualization


Programming & Tools

“Learning never exhausts the mind.” – Leonardo da Vinci

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  1. HarmonyAI HarmonyAI Public

    Knowledge-driven chatbot for creative lyric generation that combines an ontology-backed knowledge graph (emotion, theme, genre) with LLM generation.

    TeX

  2. image_to_prompt image_to_prompt Public

    Image-to-prompt inversion pipeline combining VLM initialization, OPRO optimization, and an LLM-guided genetic algorithm (with a Spatial-Aware crossover extension) to recover prompts that reproduce …

    Jupyter Notebook 1

  3. artbench-generative-benchmark artbench-generative-benchmark Public

    Comparative study of VAE, DCGAN, and DDPM (with classifier-free guidance) generative models trained on ArtBench-10, evaluated with FID/KID across ten artistic styles.

    Python 1

  4. mario-controller-genetic-programming mario-controller-genetic-programming Public

    Forked from vazeta/mario-controller-genetic-programming

    Using Genetic Programming to create autonomous Mario controllers.

    Python

  5. blood-cell-classification-dnn blood-cell-classification-dnn Public

    Jupyter Notebook

  6. breast-cancer-blood-ml-pipeline breast-cancer-blood-ml-pipeline Public

    Jupyter Notebook