Computer Engineering Undergrad (IFCE / ENSICAEN) | Edge AI, Machine Learning & Embedded Systems
I am a final-year Computer Engineering undergraduate at the Instituto Federal do Ceará (IFCE), Brazil, with an international academic background completed through the BRAFITEC exchange program at École nationale supérieure d'ingénieurs de Caen (ENSICAEN) in France, focusing on Artificial Intelligence and Cybersecurity.
Currently concluding my B.S. degree in Fortaleza, my recent work spans:
- Academic Research & Graduate Coursework: Completed Master's-level studies in Statistical Pattern Recognition (deriving classifiers such as Gaussian MLE, Naive Bayes, LDA/QDA from scratch) and researching Edge AI / TinyML, specifically adapting algorithms like gradient descent to resource-constrained microcontrollers.
- Applied AI in Industry (Orange - France): Previously worked in the Architecture for Networks and Cloud team on Audio AI agents, building benchmarking pipelines, and evaluating real-world model latency and inference efficiency.
- Enterprise & Laboratory Engineering: Production-grade software development across private GitLab pipelines involving Qt (C++ / Python / Qt Quick / QML), Vue.js, Flutter, embedded communication via CoAP, and hardware protocols.
- Open Source & Web Apps: Building modular full-stack web applications using React, TypeScript, and modern frontend architecture patterns.
💡 Note on Repositories: A significant portion of my professional work with Qt, internal C++ libraries, CoAP embedded systems, and enterprise tools resides in private company GitLab repositories. My public GitHub showcases personal research, academic projects, algorithms built from scratch, and collaborative web developments.
| Category | Technologies & Skills |
|---|---|
| Languages | C++, C, Python, TypeScript, JavaScript, Dart, SQL, Shell Script |
| AI, Edge AI & Data | Statistical Pattern Recognition, Optimization on Embedded Targets (Gradient Descent on MCUs), Audio AI Agents, Model Benchmarking & Profiling, LangChain, NumPy, PyTorch, Scikit-Learn |
| Frameworks & UI | Qt (Qt Creator, Qt Quick / QML, QWidgets), React, Vue.js, Flutter, Flask |
| Protocols & IoT | CoAP, RESTful APIs, UART, I2C, SPI |
| DevOps & Embedded Tools | Git, GitLab CI/CD, Linux, Docker, STM32CubeIDE, Proteus, LaTeX |
| Languages | Portuguese (Native) • French (B2 TCF) • English (Advanced, TOEIC 925/990) • Italian (B1) |
