Hi, my name is

Xue Meini.

LLM-Powered DevSecOps Engineer

Senior DevOps engineer architecting intelligent infrastructure where LLM agents automate security, monitoring, and compliance. Building secure, scalable systems with societal impact, inspired by Douglas Engelbart, and J. C. R. Licklider’s vision of human-centered technology that empowers both organizations and communities. I am always open to international and creative opportunities!

About Me

Molly Profile profile picture

LLM-Powered DevSecOps Engineer architecting intelligent infrastructure where AI agents automate security, monitoring, and compliance workflows.
Passionated building secure, scalable systems with societal impact, inspired by Douglas Engelbart, and J. C. R. Licklider’s vision of human-centered technology that empowers both organizations and communities. Currently driving AI-augmented DevSecOps pipelines at Klee Group for the French government’s CNSA, I architect resilient infrastructure on (OVH) using Kubernetes, ArgoCD, and GitLab CI/CD to ensure high availability for critical public services.

My approach merges rigorous infrastructure engineering with LLM agent orchestration: I design Java Spring microservice ecosystems with autonomous security scanning, deploy Kubernetes clusters with self-healing capabilities, and implement CI/CD pipelines where LLM agents review code, scan for vulnerabilities, and enforce compliance policies automatically.

Beyond traditional DevOps, I architect AIOps solutions that transform reactive monitoring into predictive intelligence—turning noise into actionable insights while maintaining zero-downtime SLAs for critical public services. Whether scaling e-commerce platforms or securing smart contract environments, I deliver systems that are not only technically superior but ethically grounded and ready for the next generation of human-computer interaction.

Mastered Technologies:
  • LLM & AI:
  • LangChain, OpenAI, Autonomous Agents, RAG Pipelines
  • Cloud Infrastructure:
  • AWS, OVHcloud, Terraform (IaC)
  • Containerization:
  • Docker, Kubernetes, Helm, Harbor, ArgoCD
  • Monitoring:
  • Tetragon, Grafana, Prometheus Alert Routing, Zabbix
  • Security:
  • Vault, Bitanami, Keycloak, OAuth2, Zitadel, IaC Security Scanning, Compliance Automation
  • Databases:
  • PostgreSQL, Vector DB, Redis Stream(Valky), Elasticsearch, GraphQL
  • Networking:
  • Cloudflare, Nginx
  • Architecture:
  • Event-driven, Microservice, AIOps Patterns
  • Autre:
  • Linux, Bash, GitLab CI/CD, SSH, Scrum, Jira (Agile), RestAPI, Java, Kafka

Education

EPF Engineering School - Master of Computer Science(Option AI)
2021–2023
  • Linux et Git, Operating Systems, CyberSecurity

  • Intelligence Artificielle (Python/ OpenAI/ Data Mining )

  • Programmation OrientĂ©e Objet (Java)

  • Virtualisation (Cloud/Docker/Kubernetes)

University of Manitoba - Bachelor of Mathematics
2014- 2017

Activities and societies: UMVP, language program.

  • Leader of UMVP - University of Manitoab Vice President.
  • Created a website for the language Program.
Hong Kong University of Science and Technology - Mathematics Exchange
2016 - 2017

Activities and societies: HK Global Students Program Advisor

  • Instructed students to find the information on the University website
  • and use problem-solving strategies to identify and resolve problems

Professional Experience

JAN 2024 – PRESENT
DevSecOps & Java Engineer
Klee Group | Paris, Île-de-France, France
  • Built and deployed a knowledge graph + vector database RAG pipeline for internal company knowledge search, integrating LLM agents with enterprise data
  • Integrated agentic LLM workflows into development applications, improving developer productivity through automated documentation and code assistance
  • Contributed to a French governmental project (Caisse Nationale de SolidaritĂ© pour l’Autonomie), architecting a Spring Security-based application deployed on Kubernetes via GitLab CI/CD and Helm charts, monitored by ArgoCD.
  • Implemented Harbor Registry and Bitnami Sealed Secret integrations to enforce image security and secrets management
  • Optimized PostgreSQL + Elasticsearch performance for data-intensive search workloads—tuning indexing strategies, query patterns
  • Engineered cloud infrastructure (Terraform, Kubernetes) supporting production applications with full observability (Prometheus, Grafana)
Feb 2023 – Aug 2023
DevOps & Full-Stack Developer
Takima | Paris, France
  • Automated deployment workflows using DevOps practices and Node.js tooling
  • Implemented and maintained cloud infrastructure (OVHcloud) using Terraform(IaC) for docker containerized deployed applications, monitored via Prometheus.
  • Designed a REST API (HTTP/JSON) for data retrieval across services (backend, PostgreSQL). -Managed PostgreSQL databases for certificate distribution system with digital signatures.
Feb 2021 – Aug 2021
Web Application Developer
Accenture | Hong Kong SAR
  • Optimized a Java/React.js/MySQL sales management website’s performance.
  • Developed infinite scroll for product pages, multi-item cart functionality, and catalog search filters.
Sep 2020 – Jan 2021
Java Developer
Deloitte Digital | Shanghai, China
  • Built SQL-driven cost management features for cloud-hosted TBM platform

Projects

AIOps Guardian
LLM Agents DevSecOps Automated Security Cilium Compliance Kubernetes-native Operator Custom MCP servers
AIOps Guardian
đŸ€– AIOps Guardian is an AI agent harness for persistent production observability and autonomous incident response. It handles petabyte-scale telemetry by pushing filters directly to data sources and serving LLMs only through traversable JSON trees, keeping context windows lean. A Kubernetes-native Operator proactively runs health checks in the background, while a single YAML config connects any observability stack (Prometheus, Loki, Kubernetes, cloud providers, databases, etc.) to enable real-time root-cause analysis and auto-remediation.
Hand Gesture Interactive Lab
Tensorflow Hand recognition Javascript Npm Cloudflare Self-deploy
Hand Gesture Interactive Lab
🎠 Hand Gesture Interactive Lab: It's a Gesture-Powered Web where you step into a new way of interacting with the digital world—no mouse, no touch, just you; plus the self-deployment make your app lightweight, portable worldwide;
CNSA
Java Redis Stream OpenSearch Kubernetes Harbor GitOps Docker
CNSA
A French governmental web application ’Caisse Nationale de SolidaritĂ© pour l’Autonomie’, a spring security-based application with SSO and deployed with CI/CD, Kubernetes and OVH, where I added features such as roles, rights of roles, and REST API.
Beat Maker
JavaScript HTML
Beat Maker
A web app where you can play yourself inside the colorful grids

Contact

My inbox is always open. Whether you have a question or just want to say hi,

I’ll try my best to get back to you!