Alessio Colucci

Software Engineer - Dependable Systems at Hitachi Rail

Vienna, Austria
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Summary

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Senior
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Top School
Alessio 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.
code9 years of coding experience
bookSEI Pioneer - Specialized Course, Entrepreneurship/Entrepreneurial Studies, SEI Pioneer - Specialized Course, Entrepreneurship/Entrepreneurial Studies at School of Entrepreneurship & Innovation (SEI)
bookAlta Scuola Politecnica
bookMaster's degree, Electronic Engineering, 110 cum laude, Master's degree, Electronic Engineering, 110 cum laude at Politecnico di Torino
languagesItalian, English, German, Persian
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Github Skills (31)

workspace10
multiplexer10
pytorch-lightning9
shell8
cli8
spiking-neural-networks8
bash8
abaqus8
deep-learning6
gpu6
machine-learning6
pytorch6
neural-network5
classification4
flash3

Programming languages (2)

RustPython

Github contributions (5)

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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
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Alessio Colucci - Software Engineer - Dependable Systems at Hitachi Rail