Mattia Di Fatta
Senior Data Scientist
City of Edinburgh, Scotland, United Kingdom
Summary
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Senior🎓
Top SchoolMattia Di Fatta is a Senior Data Scientist with nine years of engineering experience and a strong track record applying deep learning in production at Amazon and Beckman Coulter Life Sciences. He specializes in practical ML solutions that reduce business errors—at Amazon he improved recommendation and classification systems, cutting prediction and error rates by hundreds of basis points through novel use of behavioral data and adaptive thresholds. His background blends academic rigour (MS at UIC, top honors from Politecnico di Milano) with hands-on applied research in computer vision and surgical video safety. Comfortable taking models from research to daily operational use, he focuses on solutions that both improve customer experience and lower labeling or remediation costs. Based in Edinburgh, he enjoys collaborating cross-functionally to discover new opportunities and deliver measurable impact. An engineer who moves beyond prototypes, he emphasizes maintainable, data-driven systems that adapt to changing real-world signals.
9 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Illinois at ChicagoLaurea Magistrale LM (Master), Computer Engineering, 110 cum laude, Laurea Magistrale LM (Master), Computer Engineering, 110 cum laude at Politecnico di Milano
English, Italian, French
Github Skills (13)
api6
python5
vehicle-detection5
deep-learning5
machine-learning5
pytorch5
data-science4
coco4
scalable3
caffe2
object-detection2
object-tracking2
computer-vision2
Programming languages (2)
Github contributions (5)
mdifatta/Surgical-instruments-3d-tracking
Apr 2019 - Apr 2020
Contributions:215 commits, 12 pushes in 1 year
mdifatta/data-mining-project
Nov 2019 - Nov 2019
Contributions:1 push, 1 branch in 1 day
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