- ModelOps
- IaC
- Compliance as Code
- AI/ML platforms
OneXStudio is a product-driven company under Ideatolife focused on accelerating AI adoption in enterprises. Its ModelOps platform streamlines the entire AI/ML lifecycle — from model deployment to compliance and performance monitoring — with built-in automation, governance and security.
Lead DevOps Engineer
As Lead DevOps Engineer I’m part of the core team responsible for building and maintaining the DevOps foundation behind the OneX product.
OneX is built around the idea of “Everything as Code”, and I’ve been closely involved in shaping and delivering the following capabilities:
- ModelOps as Code (MaC): automating and standardising the AI/ML lifecycle — from model training to deployment — with robust pipelines and governance tools.
- Infrastructure as Code (IaC): provisioning cloud and on-prem infrastructure with reusable, version-controlled templates.
- Configuration as Code (CaC): managing application and environment configuration through YAML templates for consistency and reliability.
- Compliance as Code (CoC): embedding GDPR, SOC 2 and HIPAA controls directly into CI/CD through automated, audit-ready policies.
- Security as Code (SaC): enforcing enterprise-grade security policy at every step of the delivery lifecycle.
- Data as Code (DaC): version-controlled data provisioning and validation for reproducibility and traceability.
I collaborate with AI engineers, platform teams and security leads to keep the system secure, compliant, scalable and easy for teams to work with — deepening my expertise in cloud-native development and automation at scale for AI and machine-learning systems.


