2025 → nowGE HealthCare
DevOps & MLOps Engineer · Buc, France
Platforms that train and serve medical AI models, adopted by research and engineering teams.
About · Steve Darius NDE NOUMI
Engineer, builder and organizer.
Cloud, DevOps & AI Platform Engineer, today DevOps & MLOps Engineer at GE HealthCare. I frame the need with the people who have it, build the platform, and stay until it runs.
My biography
I grew up in Bafoussam, Cameroon. During an internship at the national broadcaster, I watched power cuts, network failures and slow connections hold back teams who were doing their best. That is where I learned what I still care about most: technology only matters if it keeps running.
I came to France in 2022 to become an engineer, after preparatory classes where I ranked 3rd of 59. I studied at ESEO as an apprentice, and led our final-year platform, elected best project of the 2025 class.
For two years at Alfa-Safety, I designed cloud architectures on Azure, AWS and OVHcloud for multinational and mid-sized clients, under ISO 27001. They cut infrastructure costs by 5 to 40% while keeping a 99.9% SLA. I also led the company’s security monitoring project, a SIEM handling up to 2 TB of logs a week, and trained client teams to run their platforms on their own.
Today, at GE HealthCare, I build the platforms that train and serve medical AI. I started my team’s MLOps projects, including a GPU platform the research teams adopted, and an agentic AI platform for engineering teams whose success led to a dedicated team. I also led my team’s hypervisor migration, a method other teams have since reused.
After hours, I ship my own products, like LivOpty, an app my household uses every day. I was the technical partner of a 36-hour medical AI hackathon for 150 participants, rated 4.7 out of 5. And as an ambassador for international students, I have coached 150 people, 65% of whom found a position.
I work in three steps: design, build, run. I frame the need with the people who have it, build everything as code, and stay until it runs. I judge a platform by how many people use it, not by the day it went live.
Journey
- 2025 → now
2023 – 2025Alfa-Safety
Cloud & DevOps Architect, apprentice · Nantes, France
Client architectures on Azure, AWS and OVHcloud, 5 to 40% lower costs, 99.9% SLA kept. A SIEM handling up to 2 TB of logs a week.
2023P2Enjoy
AI Developer, intern · Remote
Generative AI demos for three tech events, then built into the products.
How I work
Design
Frame the need, choose the trade-offs
Cost, security, time. Written down and defended.
Build
Everything as code
Terraform, Ansible, CI/CD, Kubernetes, TypeScript.
Run
Stay until it runs
Observability, documentation, and people trained.
Certifications
In progress 
The Linux Foundation
CKA
Certified Kubernetes Administrator
2026
In progress 
HashiCorp
Terraform
Terraform Associate
2026
The Linux Foundation
LFS158
Introduction to Kubernetes
2026
Verify on CredlyAWS Academy
Cloud Foundations
AWS Academy graduate
2025
Verify on CredlyThe Linux Foundation
LFS101
Introduction to Linux
Awards
- 20251st prize, BioGroup · InnovHer hackathonOncoKine, a post-cancer health platform
- 20252nd place, 24h du CodeAn AI medical kiosk with face recognition
- 20242nd place, 24h du CodeLow-level security on STM32
Giving back
- 2026Volunteer, VivaTechLed a volunteer team
- 2026Organizer, medical AI hackathonYoung people, real health problems
- 2025 →Mentor, MLOps apprenticeFrom Kubernetes and Docker to RAG, agentic AI and Slurm
- 2023 →International students ambassador, ESEO150 students coached, 65% found a position
- 2023Volunteer, EthCCEthereum’s main European conference
- 2020 – 2022Founder and president, English club, Prépas InternationalesFrom 10 to 48 members in two years
- 2020 – 2022Peer tutor, Prépas Internationales10 classmates coached every evening for two years, in maths, physics and computer science
What people say
Recommendations from my professors and mentors, quoted from LinkedIn as they wrote them.
Slimane HammoudiProfessor at ESEO (HdR, PhD), head of the Information Systems optionTaught Steve · 2025“During the SIGL (…) synthesis project, he was the team leader and was able to develop several skills such as: CI/CD, scalability, process automation, security, design and implementation of cloud infrastructure. He also mastered project management techniques and SCRUM methodology, and conducted a FinOps study to optimize infrastructure design costs.”
- Jerome Chavin-GazalierProfessor at ESEO, head of the Cloud, Systems and Security optionTaught Steve · 2025
“His drive and commitment go well beyond the classroom. He puts his skills and leadership to work for the people around him, for instance by building an app that helped his classmates find internships. His collaborative spirit, his ability to inspire others and his leadership make him a driving force in every team he joins.”
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“Son dynamisme et son engagement vont bien au-delà du cadre académique. Il sait mettre à profit ses compétences et son leadership pour contribuer positivement à son environnement (développement d'une application pour faciliter la recherche de stage de ses collègues). Son esprit collaboratif et sa capacité à inspirer les autres, son leadership, font de lui un élément moteur dans les équipes auxquelles il participe.”
- Bilel Ben BoubakerTeacher-researcher, head of academic relationsTaught Steve · 2025
“He is one of those passionate, committed students, in his coursework as much as in his own projects. His boundless curiosity leads him to dig deep into fields as varied as artificial intelligence, blockchain and embedded systems. Beyond his technical skills, Steve stands out for his willingness to help and his availability.”
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“Il fait partie de ces étudiants passionnés et engagés, aussi bien dans ses projets académiques que personnels. Sa curiosité sans limite l’amène à explorer en profondeur des domaines variés comme l’Intelligence Artificielle, la Blockchain ou les systèmes embarqués. Au-delà de ses compétences techniques, Steve se distingue par son esprit d’entraide et sa disponibilité.”
Jerome CarayonDirector, Prépas InternationalesMentor · 2020 – 2022“Throughout his studies, he stood out for his intellectual curiosity, his rigor and his commitment. What impressed me most about Steve Darius is his ability to stay focused, even on complex challenges, while remaining very open to learning new things.”
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“Tout au long de son parcours, il a su se distinguer par sa curiosité intellectuelle, sa rigueur et son engagement. Ce qui m’a particulièrement impressionné chez Steve Darius, c’est sa capacité à rester concentré, même face à des défis complexes, tout en maintenant une grande ouverture d'esprit pour apprendre de nouvelles choses.”