Hello, I’m Marco Mongi. I apply Python, Computer Vision, and Machine Learning to solve tangible problems and deliver reliable AI systems. My work spans extracting actionable insights from satellite imagery to deploying edge‑based quality‑control models on industrial production lines. Guiding a solution from concept to production—and seeing it create measurable value—is what motivates me.
Continuous learning is central to how I work. I regularly explore new techniques—Reinforcement Learning, Large Language Models, edge deployments—and share my findings so others can build faster. If one of my repositories accelerates your own project, feel free to use it and let me know how it helped.
Discover a curated selection of projects at my portfolio. Each project card offers a concise overview and key technologies, making it easy to identify examples relevant to your interests.
Personal mantra: Build simple solutions for complex challenges.
- Vision & Imaging — satellite analytics, detection & segmentation, image processing
- Language & Generative AI — LLMs, retrieval‑augmented generation, agent orchestration
- Data‑centric ML — probabilistic anomaly detection, time‑series forecasting, recommendations
- Industry 4.0 & Edge Intelligence — smart manufacturing with on‑device computer vision
- Open Knowledge Sharing — reproducible, open‑source ML workflows & community learning
