On a GMP production digitization project, I replaced a paper batch record with a digital system that cut completion time by over 50% and automatically tracked production steps.
Since 2025, I've worked as an independent developer for companies, agencies, and software houses. On ongoing client systems, I take over codebases from previous vendors, trace undocumented calculation logic, and correct errors that distort results.
I've integrated AI into web applications, including an assistant that classifies incoming requests and drafts replies for staff review. I work with Node.js, Express, Python, FastAPI, React, and TypeScript across backend and frontend projects.
I'm continuing my training in AI and machine learning at ITS Academy Angelo Rizzoli. My studies and personal projects include deep learning, computer vision, natural language processing, and generative AI.

