Rosario Scavo
Machine Learning Consultant at Palestra Per la Mente ETS
Catania, Sicily, Italy
Summary
👤
Senior🎓
Top SchoolRosario Scavo is a Machine Learning Engineer with 8 years of experience building reproducible, real-time ML workflows spanning computer vision, data science, and backend systems. He co-developed ENIGMA-51, a 22-hour industrial egocentric video dataset with 275k+ annotations and accompanying benchmarks and code, and drove an 8.64-point improvement on THUMOS’14 for low-latency action detection. He routinely bridges research and production—adapting SOTA models, containerizing pipelines to resolve CUDA/dependency issues, and using tools like PyTorch, MLflow, Docker, FastAPI, and AWS to deliver deployable systems. Rosario also designs hands-on, code-first ML curricula and labs that emphasize leakage-safe evaluation, calibration, and end-to-end reproducibility. Comfortable across Python ML stacks and Java-backed distributed systems, he is open to remote roles or relocation within Europe.
8 years of coding experience
3 years of employment as a software developer
High School: Technical and Professional Institute Diploma, Computer Science, High School: Technical and Professional Institute Diploma, Computer Science at ITIS E. Fermi - R. GuttusoErasmus Programme, Computer Science, Erasmus Programme, Computer Science at University of GroningenEnglish Language and Literature/Letters, English Language and Literature/Letters at Bell St AlbansMaster's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at Università di Catania
English, Italian
Stackoverflow
495reputation
355kreached
7answers
0questions
Github Skills (40)
video-understanding9
action-recognition8
action-localization8
depth-estimation8
self-attention7
efficientnet7
visual-recognition7
computer-vision6
transfer-learning6
cmd6
home-assistant6
zigbee6
anaconda6
aruco6
opencv6
Programming languages (4)
Github contributions (5)
rosarioscavo/instagram-hashtags-generator
Aug 2020 - Feb 2021
Contributions:8 commits, 3 pushes, 1 branch in 6 months
fpv-iplab/Quasi-Online-Detection-Take-Release
Jul 2023 - May 2024
Contributions:3 pushes in 10 months
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