Mattia Gaggi
AI Engineer at Morph Systems
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolMattia Gaggi is a Machine Learning Engineer with 9 years of experience building end-to-end CV and NLP systems that have scaled to nationwide, safety-critical deployments for enterprise customers. He combines academic rigor (MSc from UCL, Master’s in Theoretical and Mathematical Physics from Imperial) with hands-on delivery across startups and unicorns like Tractable and Optellum, contributing to FDA/CE-approved clinical models and multimillion-dollar cost savings. Mattia partners closely with Product, Sales and Engineering to scope requirements, lead labelling and productionisation, and has shipped generative and multimodal products—from a Discord-launched text-to-3D platform to large-scale document understanding and segmentation pipelines. Technically fluent in PyTorch/TensorFlow, HuggingFace, AWS and Docker, he is comfortable founding products and embedding novel research into robust production systems. A pragmatic problem-solver, he often bridges the final mile between cutting-edge research and customer-ready reliability in regulated domains.
9 years of coding experience
6 years of employment as a software developer
Master’s Degree Theoretical and Mathematical Physics, Master’s Degree Theoretical and Mathematical Physics at Imperial College LondonUniversity College London
Italian, English
Github Skills (25)
python10
pytorch9
numpy9
tensorflow9
jax9
ai8
machine-learning8
statistics8
incremental-learning8
harness8
streaming-data7
langchain7
typescript7
streaming7
stream-processing6
Programming languages (2)
Github contributions (5)
mattiagaggi/3D-Pose-Estimator---MSc_project
Jun 2019 - Dec 2022
Work done as part of my Masters degree in Computational Statistics and Machine Learning at University College London
Contributions:157 commits, 3 PRs, 38 pushes in 3 years 6 months
machine-learningstatistics
mattiagaggi/vscode_graph_extension
Jun 2025 - Oct 2025
Contributions:7 PRs, 36 pushes, 8 branches in 4 months
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