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AxelPCG/README.md

🧑‍💻 Hello! Welcome to my Github profile.

My name is Axel!

I am an AI Developer with a degree in Data Science and currently pursuing a degree in Electronic Engineering. I am passionate about Machine Learning, Neural Search, and LLM-powered systems. Here you will find my professional projects, research, and technical experiments.

🛠️ Technologies and Tools

🔭 I am learning

🌟 Featured Projects (Ordered by Complexity)

  • SPLADE-PT-BR: Implementation of the SPLADE (Sparse Lexical and Expansion) model for the Portuguese language. This project focuses on Neural Information Retrieval, using transformers to create sparse embeddings that allow for high-efficiency semantic search and term expansion.

  • TOTVS-ATLAS: Collaborative development of an intelligence and automation system for the TOTVS ecosystem. It leverages LLM Agents and RAG (Retrieval-Augmented Generation) to optimize corporate workflows and data querying.

  • geo-access-control: A sophisticated security backend that implements geolocation-based access control. It processes real-time device metadata to identify and block suspicious logins based on distance-threshold algorithms, featuring integrations with GeoIP and Slack. (PT-BR).

  • PROJETO_LANGCHAIN: A lab for experimenting with the LangChain framework, including implementations of autonomous agents, vector database integrations, and complex chain logic for LLM applications. (PT-BR).

  • Data-Science: A comprehensive repository containing various data science and machine learning projects. It covers exploratory data analysis (EDA), data visualization, statistical testing, and predictive modeling using Python and Scikit-Learn. (PT-BR).

  • FECHADURA_ELETRONICA_INTELIGENTE: Development of an intelligent electronic lock based on the CDIO methodology. This project bridges Electronic Engineering and software, focusing on secure embedded systems and hardware prototyping. (PT-BR).

  • github-stats-modified: A customized version of GitHub profile stats, featuring modified metric logic and styling to provide more accurate and visually appealing data for developer profiles.

  • PROJETO-RDBMS-Oracle: Full database modeling for the "Melhores Compras" e-commerce system. Includes Entity-Relationship Diagrams (ERD) and SQL implementation using Oracle Data Modeler and SQL Developer. (PT-BR).

  • TRABALHOS-C: A collection of academic projects and fundamental algorithms implemented in C, covering data structures and memory management. (PT-BR).

📈 GitHub Stats

AxelPCG AxelPCG

📲 Contact Me:

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  1. SPLADE-PT-BR SPLADE-PT-BR Public

    SPLADE (Sparse Lexical AnD Expansion) model fine-tuned for Portuguese text retrieval. Based on BERTimbau and trained on Portuguese question-answering datasets.

    Jupyter Notebook 4

  2. Data-Science Data-Science Public

    Repositório de projetos feitos em python/ipynb para Data Science.

    Jupyter Notebook 2

  3. Esparta-Solucoes/TOTVS-ATLAS Esparta-Solucoes/TOTVS-ATLAS Public

    TOTVS ATLAS é um projeto cuja a proposta é atender os desafios do Enterprise Challenge 2025 da FIAP. O projeto busca criar um agente de IA capazes de entender relatórios gerando insights para stake…

    Jupyter Notebook 2

  4. FECHADURA_ELETRONICA_INTELIGENTE FECHADURA_ELETRONICA_INTELIGENTE Public

    Definição, planejamento e concepção de uma fechadura eletrônica inteligente utilizando conceitos da indústria 4.0.

    1

  5. github-stats-modified github-stats-modified Public

    Enhanced GitHub stats images for your profile, including data from private repositories! (This is achieved using Python.)

    Python 1

  6. langchain-academy langchain-academy Public

    Forked from langchain-ai/langchain-academy

    Jupyter Notebook