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9 followers · 3 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Organizations

@aclai-lab

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leonardoserrentino/README.md

Hello, I’m Leonardo! 👋

I’m a Computer Scientist specializing in Logic and Applied AI. My passion is to blend rigorous theoretical insights with cutting-edge AI development to solve challenging, real-world problems.

What I Do

  • Logic & Formal Methods
    With a solid foundation in mathematical logic and formal systems, I ensure my solutions are both theoretically sound and verifiable.
  • Bioinformatics
    From genomic data analysis to diagnostic prediction and beyond, I apply my expertise in data science and AI to uncover insights hidden in complex biological datasets.
  • Computer Vision
    I have an intensively developed skill-army of Computer Vision techniques, mostly in Python and C++.
  • Theoretical Computer Science
    Here are my contributions in the field of theoretical computer science and AI ORCiD

🛠 Tech Stack

Programming Languages

Bash Python C C++ C# LaTeX Java R MATLAB Prolog

Modules - Python

  • Scikit-learn XGBoost LightGBM CatBoost H2O.ai MLflow Optuna
  • TensorFlow PyTorch Keras FastAI DeepSpeed Hugging Face
  • OpenCV Detectron2 MMDetection Albumentations Supervision YOLOv8 (Ultralytics)

Modules - C++

  • Dlib Shark ML mlpack Microsoft CNTK
  • TensorRT OpenVINO ONNX Runtime Caffe
  • OpenCV VXL PCL

Tools & IDEs

Visual Studio Code Git GitHub GitLab

📫 Get in Touch

Portfolio LinkedIn

Emails

Academic Student Work

"Experience without theory is blind, but theory without experience is mere intellectual play." ~ Immanuel Kant

Pinned Loading

  1. FaceRecognition FaceRecognition Public

    Face Recognition API with Anti-Spoofing Detection

    Python 3 1

  2. 2D_CirclePackingProblem_Optimization 2D_CirclePackingProblem_Optimization Public

    A comprehensive and reproducible reference implementation for packing congruent circles inside a square under strict non-overlap and boundary constraints.

    Python

  3. enit-babel enit-babel Public

    Minimal Seq2Seq Transformer for Toy MT (EN->IT-ready)

    Python

  4. ObjectSegmenter ObjectSegmenter Public

    Reusable C++ library built on top of OpenCV for industrial-grade object segmentation and geometric analysis.

    C++

  5. PoseEstimator PoseEstimator Public

    Minimal OpenCV application in C++ that demonstrates pose estimation using cv::solvePnP and manual point selection from a webcam feed.

    C++

  6. aclai-lab/IEEEAccess2025 aclai-lab/IEEEAccess2025 Public

    Transactions on Biomedical Engineering - Eye Tracking - NEVArt

    Jupyter Notebook 1