▸ Data & Software Engineer · MLOps
▸ DevOps · Cloud · Observability
I build the data and ML systems that don't quietly break.
I build the pipelines, services and observability that keep data flowing and ML models doing their job. A demo that works on launch day doesn't impress me much. what matters is whether it still runs on a Tuesday morning, three months later.
RoleData & Software Engineer
FocusMLOps · Data · DevOps
EducationMSc · Télécom Paris (IPP)
BuildingGintou
§ 01
The stack I work in
6 domains01Cloud & Infra
AWSGCPDockerKubernetesTerraformOpenStackCNPG
02DevOps & Automation
CI/CDGitLab CIGitHub ActionsIaCHelm
03Data & ML
Apache AirflowSparkMLflowKubeflowPyTorchDBTPostgreSQLTimescaleDB
04Observability
OpenTelemetryGrafanaPrometheusMimir · Loki · Tempo
05Languages
PythonC#JavaSQLBash
06Architecture & Frameworks
MicroservicesFastAPI.NET / ASP.NETRESTgRPC
§ 02
What I bring
End to end01
Pipelines that don't lie to you
Ingestion and cleaning jobs that turn messy sources into data you can actually trust — and that tell you when something's off instead of failing silently at 3am.
Airflow · Spark · DBT · PostgreSQL / TimescaleDB
02
ML that leaves the notebook
A model in a notebook is a science project. I take it the rest of the way: packaged, versioned, reproducible, and watched in prod so you catch drift before your users do.
MLflow · Kubeflow · PyTorch · gRPC / REST
03
Infra you can forget about
Containers and Infrastructure as Code set up so deploys are repeatable — and nobody has to SSH in at midnight to restart something by hand.
Docker · Kubernetes · Terraform
04
Systems that tell you when they hurt
Metrics, traces and logs wired into one place, so a slow query or a failing job shows up on a dashboard — not in an angry message from a user.
OpenTelemetry · Grafana · Prometheus
§ 03
Certifications
2021 — 2024Certified Associate in Python ProgrammingOpenEDG
08 / 2022
AWS Certified Cloud PractitionerAmazon Web Services
2021 — 2024
Smart Analytics, ML & AI on Google CloudGoogle Cloud Skills Boost
2023
Engineer Data in Google CloudGoogle Cloud Skills Boost
2023
Resilient Streaming Analytics on Google CloudGoogle Cloud Skills Boost
2023
Foundational Data, ML & AI Tasks on Google CloudGoogle Cloud Skills Boost
2023
Scrum Fundamentals CertifiedScrumStudy
2022
Bronze Elastic Contributor PrizeElastic
2021
§ 04
About
Currently
Building Gintou.
Education
MSc AI, Data & MLOps · Télécom Paris (IPP) · Eng. CS · UCAC-ICAM
Languages
French (native) · English (B2)
§ 05
Contact
Building something that can't quietly fall apart? That's my favourite kind of problem.