A collection of my professional experience, research contributions, and teaching.
Current professional position
Architecting and building from scratch the full GenAI stack powering Studio and On-Model. Full-pipeline ownership: research and development of generative models, workflow design, testing, deployment, and scalable AI products.
The two GenAI products I've architected and shipped as CTO.
A PiktID product · launched March 2026
Fashion visuals at scale with AI
SaaS for fashion e-commerce: model swap, flat-lay to on-model conversion, and AI identity management. Designed for high-volume batch processing with API integration.
Brands
50+
A PiktID product · launched May 2025
AI image editing platform for human identities
Comprehensive image editing platform featuring identity anonymization, facial expression editing, face swap, full-body and background generation, and image upscaling.
Registered users
300K+
Academic publications and research contributions
Mutual Information Estimation via f-Divergence and Data Derangements. Plus prior work in IEEE Transactions on Neural Networks, Robotics, and Communications.
Educational experience and knowledge sharing
Four years as Teaching Assistant at the University of Klagenfurt (Machine Learning, Signal Processing, Communications Engineering). NeurIPS reviewer (2025–). Mentor at Lead The Future for Italian STEM students (2024–).
I'm always open to discussing new opportunities, collaborations, and interesting projects.
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