• Building multimodal machine learning systems for healthcare
• Researching cross-attention mechanisms in vision-language models
• The impact of VLM analysis of skin lesion images.
• Study of juridic sentences' classification process (Embedding sentences for juridic text classification).

• Chatbot integrated with TELEGRAM bot: A simple chatbot integrated with TELEGRAM bot with support for English, French, Spanish, and Portuguese. Additionally, the history of user conversations is stored in a MongoDB (NoSQL) database; however, users can delete it without losing their registration. The last upgrade can read and then analyze a PDF file according to the user's request for the LLM model. (https://github.com/wyctorfogos/telegram-chatbot-and-object-description)
• Clothes Detection: A Dockerized microservice that detects different types of clothing via a REST API.
• Chatbot Service: A containerized chatbot deployment for real-time user interaction.
• Safe Vestments Detection: A security supervisor tool to verify the proper use of safety gear. Watch Demo
• JWT Authentication API: Secure service for issuing, registering (PostgreSQL), and invalidating JWT tokens.
• Dijkstra algorithm: An application of Dijkstra. (https://github.com/wyctorfogos/Dijkstra-algo-project-data-structure.git)
• License Plate Reader: Image preprocessor that reads and recognizes license plate digits.
• Concrete Crack Recognition: Model and interface for identifying cracks in concrete structures.
• Crop Faces using MTCNN: Docker microservice to detect, crop, and preprocess human faces.

Explore more: My Repositories

• Systems Analysis: Introduction to System Functioning
  Fundamentals of systems analysis, modeling, and documentation.

• Introduction to Production Planning and Control
  Course support material for the logistics technical program.

• Uso de IA na Construção Civil
  Benchmark study on anomaly detection in civil structures using machine learning.

• Gestão de Estoques
  Innovative approaches to inventory optimization.

• Uso de IA na Indústria Brasileira
  Literature review on AI applications in the Brazilian industry.

• Uso de GAN para melhora da detecção de objetos em imagens aéreas(Super-Resolution GAN Improving YOLO's Performance Benchmark) International Conference IEEE - ICECCME 2025 and ICMLA 2022

• Diagnóstico e Reabilitação com Realidade Virtual
  VR system for diagnosis and rehabilitation of lower-limb amputees.

• Gait Movement Recognition using CNN & StarRGB
  Space-Time Information Condensation Technique for Remote Physiotherapy

• Automatic Lighting Control System
  Lighting automation based on presence sensors and Bluetooth.

Languages & Frameworks: Python, JavaScript (Node.js, Express), C, SQL (PostgreSQL, MySQL)
Web & Backend: HTML5, CSS, FastAPI, Flask, JWT, Nginx (Reverse proxy) Data & ML: TensorFlow, PyTorch, scikit-learn, OpenCV, Matplotlib, Pandas, Seaborn DevOps & Tools: Docker, Kafka, RabbitMQ, Grafana, Redis, MongoDB, Git, Postman, AZURE