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oEmanuelFirmino/README.md

💻 Tech Stack

⚙️ Backend Development

Python Java Node.js Express.js Spring FastAPI Django NestJS

🛠 Database & Tools

MySQL MongoDB PostgreSQL SQLite Redis Docker Kubernetes Git

🤖 AI & Machine Learning

TensorFlow PyTorch Pandas NumPy Scikit Learn LangChain

🌟 Highlights

  • 🔭 Backend Developer | TypeScript, Python, Java
  • 🧠 Applied Math, Machine Learning & AI Enthusiast
  • 💡 Strong DB modeling (SQL & NoSQL)

🏆 Featured Projects & Achievements

🌊 Physics & Simulation
Wave Interference Simulator

Python NumPy Matplotlib Physics

Electromagnetic Particle Simulator

Python NumPy Matplotlib Plotly Streamlit Physics

🧠 Machine Learning
neural-network-in-c

C Neural Networks Deep Learning

Neural Network

Python Neural Networks Symbolic AI NeuroSymbolic AI FOL

Image Classifier

Python TensorFlow Computer Vision

Optimization Algorithms Visualization

Python Machine Learning Optimization Algorithms Interative Graphs

🔍 Search & Similarity
Vector Search

Python Vector Embeddings Similarity Search


📈 GitHub Analytics & Activity

GitHub Streak

🌐 Connect with me

Pinned Loading

  1. vector-search-with-cos-similarity vector-search-with-cos-similarity Public

    A system that processes document similarity searches using a backend microservice. It includes a frontend for querying and displaying results, with visualizations of tensor data representing docume…

    TypeScript 2

  2. Dynamic_Wave_Interference_Simulator Dynamic_Wave_Interference_Simulator Public

    Python app using NumPy, Matplotlib, and Tkinter to visualize wave interference. Customize frequencies, amplitudes, and phases for two waves, explore constructive and destructive interference, and s…

    Python 2

  3. MultiLayerNeuralNetwork MultiLayerNeuralNetwork Public

    This project implements a simple neural network with support for training using mini-batch gradient descent. It includes features to save and load trained models in JSON files, enabling reusability…

    TypeScript 2

  4. Electromagnetic-Particle-Simulator Electromagnetic-Particle-Simulator Public

    Electromagnetic Particle Simulator: A Python-based interactive tool for simulating the motion of charged particles in electric and magnetic fields. Users can customize charge, mass, initial conditi…

    Python 1

  5. ts-project-template ts-project-template Public template

    Template backend em Node.js com TypeScript, estruturado para escalabilidade e manutenibilidade. Inclui integração com ferramentas de monitoramento (Prometheus) e um sistema de gerenciamento de erro…

    TypeScript 1

  6. neural-network-in-c neural-network-in-c Public

    Academic-level implementation of a feedforward neural network in pure C (no external ML libs). Features dynamic architecture, multiple activation functions, and manual backpropagation with gradient…

    HTML 1