AmineĀ Remache
Software Engineer at Amazon Web Services (AWS)
Dublin, Dublin 1, Ireland
Summary
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SeniorAmine Remache is a Software Engineer II at AWS in Dublin with a decade of experience building network AI and observability systems, grounded in strong academic training in computer vision, mobile autonomous systems, and computer engineering. He blends research-minded rigor from internships at CERN and multiple R&D roles with practical embedded and cloud-native engineering, focusing on computer vision, sensor fusion, ADAS and autonomous systems. A self-described eternal student and blogger, he moves comfortably between low-level embedded work and large-scale production services, shipping features across AWS networking stacks. He co-founded and co-hosts Wled Horma, showing an entrepreneurial streak and community-facing communication skills beyond core engineering. Notably, his background in 3D deep learning and Q-learning for feature selection informs a pragmatic approach to applying ML research in real-world systems. Based in Dublin, he combines academic depth with production experience to tackle complex perception and network observability challenges.
10 years of coding experience
Github Skills (29)
swarm-intelligence10
feature-selection10
q-learning10
reinforcement-learning9
metaheuristics9
code-editor8
ai-agent8
python7
generative-ai6
jinja26
3d5
segmentation5
ubuntu5
pointnet5
semantic-segmentation4
Programming languages (5)
Github contributions (5)
amineremache/qbso-fs
Nov 2018 - Mar 2020
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
Contributions:58 commits, 50 pushes, 2 branches in 1 year 4 months
feature-selectionpythonreinforcement-learningbee-swarm-optimizationmetaheuristics
amineremache/intro-to-ML-workshop
Feb 2019 - Feb 2019
This repo was created for the " Intro to ML " workshop I animated on Feb,16th 2019
Contributions:15 commits, 4 PRs, 11 pushes in 4 days
machine-learning
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