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  • Brazil

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Achievement: YOLO

Achievements

Achievement: YOLO

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allvaret/README.md

Hello, I'm Alvaro 👋 I hope you're doing well!

Computer Science student focused on Software Engineering and Artificial Intelligence.

I enjoy understanding problems before implementing them and choosing technologies based on the problem rather than the technology itself.

My projects explore software architecture, intelligent document processing, machine learning and practical applications.

LinkedIn • alvarodanko032@gmail.com

Tech Stack

Area Technologies
Languages Python • Java • JavaScript • SQL
AI & Data Pandas • NumPy • scikit-learn • TensorFlow/Pytorch • OpenCV • Matplotlib • spaCy • LLMs
Backend & Engineering FastAPI • Git • Modular Architecture • OOP
Frontend React • HTML • CSS
Currently learning Docker • Testing • AI Agents

Featured Projects

📄 Financial Report Processing Pipeline

Modular pipeline for reconstructing financial reports, extracting relevant information and preparing structured data for LLMs.

Python • PyMuPDF • spaCy • LLMs • FastAPI

🧠 Transfer Learning & ML Adaptations

Neural network projects involving transfer learning, custom architectures, dataset preparation and model evaluation.

My favorite:

Image-based recommendation system using visual embeddings

Python • TensorFlow • Pytorch • NumPy • Matplotlib • Pandas • Pillow • OpenCV

🎮 2D Educational Game

Complete Java game exploring object-oriented programming, modular architecture, game loops, physics and asset management.

Java • LibGDX • LWJGL

Pinned Loading

  1. Document_Parsing_Pipeline Document_Parsing_Pipeline Public

    Complete financial report parsing pipeline for structured LLM summarization.

    Python

  2. CleanCity CleanCity Public

    LibGDX game project with sound system, simple mechanics, and stage progression.

    Java

  3. yolo-traffic-pipeline yolo-traffic-pipeline Public

    Reproducible transfer-learning pipeline that extends the official YOLOv8 (COCO 80 classes) with 5 traffic classes: traffic_sign, pedestrian_light, crosswalk, traffic_cone, and pothole. Uses an adap…

    Jupyter Notebook

  4. FaceRecognition_SCRFD_EfficientNetB0 FaceRecognition_SCRFD_EfficientNetB0 Public

    Face recognition pipeline built with SCRFD and EfficientNetB0. Detects, aligns, preprocesses and classifies faces through a modular computer vision pipeline designed for custom identity recognition.

    Jupyter Notebook