Alessio Colucci
Software Engineer - Dependable Systems at Hitachi Rail
Vienna, Austria
Summary
👤
Senior🎓
Top SchoolAlessio Colucci is a software engineer specializing in dependable systems with nine years of experience bridging hardware design and deep learning, currently focused on resilient embedded systems at Hitachi Rail. He completed a PhD-track role at TU Wien developing FPGA/ASIC accelerators and novel quantization and sparsification techniques for computer vision, with research emphasis on transient fault resilience of sparse neural networks at both software and hardware layers. Short stints at AMD and INRIA complemented his academic work with compiler-focused performance modeling and collaborative research, giving him cross-cutting expertise from modeling and verification to physical implementation. A dual summa-cum-laude graduate from Politecnico di Torino and an entrepreneurially minded technologist, he pairs rigorous engineering with practical system-level thinking—and is known among peers as a PC enthusiast who experiments with hardware-software co-design.
10 years of coding experience
SEI Pioneer - Specialized Course, Entrepreneurship/Entrepreneurial Studies, SEI Pioneer - Specialized Course, Entrepreneurship/Entrepreneurial Studies at School of Entrepreneurship & Innovation (SEI)Alta Scuola PolitecnicaMaster's degree, Electronic Engineering, 110 cum laude, Master's degree, Electronic Engineering, 110 cum laude at Politecnico di Torino
Italian, English, German, Persian
Github Skills (29)
multiplexer10
workspace9
pytorch-lightning9
shell8
cli8
spiking-neural-networks8
bash8
gpu7
deep-learning6
machine-learning6
pytorch6
neural-network5
classification4
python3
datasets3
Programming languages (3)
Github contributions (5)
Alexei95/FasTrCaps
Oct 2019 - Jun 2020
Contributions:57 commits, 3 pushes in 7 months
Alexei95/enpheeph
Aug 2022 - May 2023
A modern Neural Fault Injection Framework
Contributions:1 PR, 16 pushes, 4 branches in 8 months
fault-injection
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