PhD in Electrical Engineering | AI & Computer Vision Specialist
I am a PhD in Electrical Engineering (UNESP) with over 6 years of experience in Machine Learning, Deep Learning, and Data Science, working in both academic and corporate environments. I am passionate about developing and implementing end-to-end AI solutions and am proficient in Python for model development, algorithm optimization, and automation.
-
🔭 I’m currently working on:
- Developing embedded software and AI cloud infrastructure on AWS (using Lambda, S3, and RDS).
- Applying Computer Vision and Deep Learning for object detection and segmentation tasks.
- Optimizing algorithms (Python, CUDA) for embedded hardware, such as NVIDIA Jetson modules with the DeepStream SDK.
- Building and maintaining data pipelines and MLOps workflows using PySpark, Docker, and Git.
-
🌱 I’m currently researching and learning about:
- Advanced applications in precision agriculture, including robotics and automation for agricultural environments.
- The development, fine-tuning, and deployment of Large Language Models (LLMs).
- New neural network architectures and optimization techniques for low-cost hardware, a topic from my PhD thesis.
-
👯 I’m looking to collaborate on:
- Open-source projects involving AI and Computer Vision applied to real-world challenges, particularly in precision agriculture and robotics.
-
🤔 I’m looking for help with:
- Ideas and new applications for AI on embedded devices (Edge AI) and efficient Deep Learning models.
-
💬 Ask me about:
- Python, Computer Vision (OpenCV), Deep Learning (TensorFlow, PyTorch), AWS (Lambda, S3, RDS, etc.), MLOps (PySpark, Docker, Git), NVIDIA Jetson/DeepStream, and databases like PostgreSQL.
-
📫 How to reach me:
- LinkedIn: Luiz Carlos Marques Junior
-
⚡ Fun fact:
- I am the author of a book on Digital Systems.