Juan Castrillon

I’m an engineer focused on developing technological solutions applied to real-world problems. I’m driven by analytical thinking, continuous learning, and a strong motivation to understand and solve complex challenges using technological tools.

I’ve worked on biomedical equipment, performing maintenance and diagnostics while strengthening technical analysis and structured problem-solving. I also implemented improvements in technical processes and documentation to make systems more reliable and easier to operate.

In industrial environments, I led the implementation of electrical and control systems and coordinated teams to optimize process execution. I directed installation and commissioning for complex cable network infrastructures, integrating compliance standards and project timelines for seamless connection solutions.

My projects reflect my interest in intelligent and scalable systems using AI to optimize processes and improve decision-making. I’ve built an intelligent monitoring system for older adults with sensor-based event detection, deployed TinyML voice recognition on embedded hardware with TensorFlow Lite, created a computer vision pathogen detection pipeline with MobileNetV2 on Raspberry Pi, and implemented a Pix2Pix (GAN) approach to improve mammography image quality.