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heitornolla/README.md

Hey there! I'm Heitor 👋

  • 🎓 Information Systems B.Sc. at UNICAMP.
  • 🔬 AI Researcher working on Biometrics, Computer Vision and Privacy-Preserving Machine Learning.
  • 🌎 RYEP Exchange Student to Coahuila, Mexico (2019/2020).
  • 😄 Pronouns: he/him.

About Myself

Most of my projects sit somewhere between machine learning research and software engineering. Over the past few years I've worked on fingerprint recognition, privacy-preserving biometrics, large language models and, more recently, semantic segmentation for silviculture.

I'm particularly interested in:

  • AI & Machine Learning
  • Image Analysis, Pattern Recognition & Computer Vision
  • Biometrics
  • Privacy-Preserving AI & Cryptography
  • Foundation Models & Agentic Systems
  • Remote Sensing & Environmental Monitoring
  • Data Engineering

This GitHub is mostly a collection of research projects, experiments and side projects. If something here is useful to you, or you just want to chat about one of these topics, feel free to reach out.

Everything I build and study is possible because of those who came before me. I am merely standing on the shoulders of giants.

Pinned Loading

  1. Dimensionality-Reduction-in-FHE-Face-Verification Dimensionality-Reduction-in-FHE-Face-Verification Public

    [IWBF 2026] We evaluate multiple dimensionality reduction applied to FHE-protected face verification. We show that reducing embedding dimension can increase computational efficiency in FHE-based sy…

    Python 2

  2. Silviculture-Semantic-Segmentation Silviculture-Semantic-Segmentation Public

    Forked from VSainteuf/utae-paps

    We apply the U-TAE model for semantic segmentation of silviculture, benchmarking it against other competitive architectures.

    Jupyter Notebook

  3. Comorbidity-Analysis-in-COVID-19 Comorbidity-Analysis-in-COVID-19 Public

    We reproduce the paper 'Análise de pré-condições existentes em pacientes com COVID-19: aplicação de redes neurais na segmentação de pacientes', published at the 15th Brazilian Symposium on Intellig…

    Python

  4. WebScraping-MercadoLivre WebScraping-MercadoLivre Public

    This project performs Web Scraping on Mercado Livre's website, scraping data related to 5 string basses. It then cleans this data and turns it into a SQL database to be loaded on Streamlit. This ca…

    Python 3 1