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Sumairjaved1/README.md

Hi there! πŸ‘‹ I'm Sumair Javed

πŸš€ ML Ops Engineer | AI Infrastructure Specialist | Automation Enthusiast

Welcome to my GitHub! I'm an ML Ops Engineer at Idrak AI, passionate about bridging the gap between machine learning research and production-ready solutions. I specialize in deploying, automating, and optimizing ML workflows at scale.

🎯 What I Do

  • ML Ops Engineering: Designing and implementing robust ML pipelines from development to production
  • Infrastructure Management: Managing 200+ VMs on Proxmox, orchestrating containerized workloads
  • Cloud Operations: Hands-on experience with AWS and Hetzner server management
  • CI/CD Automation: Building seamless deployment pipelines using GitHub Actions
  • Demo Development: Creating AI solution prototypes that showcase real-world applications

πŸ› οΈ Technical Expertise

Programming & Development

Python Bash Jupyter Google Colab

Containerization & Orchestration

Docker Kubernetes Docker Swarm

CI/CD & Version Control

GitHub GitHub Actions Jenkins DVC

Cloud & Infrastructure

AWS Proxmox Terraform Hetzner

ML Ops & Monitoring

MLflow Apache Airflow Kubeflow Prometheus Grafana

🌟 Key Strengths

  • Scalable Infrastructure: Experience managing 200+ VMs and cluster environments
  • End-to-End ML Pipelines: From model development to production deployment
  • Automation First: Streamlining operations through intelligent automation
  • Rapid Learning: Quick adaptation to new tools and technologies
  • Bridge Builder: Connecting AI research with practical business applications

πŸ’Ό Professional Experience

ML Ops Engineer @ Idrak AI

  • Deployed and optimized ML workflows in production environments
  • Implemented CI/CD pipelines for seamless model deployment
  • Managed large-scale infrastructure with 200+ VMs on Proxmox
  • Developed AI solution demos showcasing real-world applications
  • Ensured efficient scaling and monitoring of AI models

🎯 Current Focus

  • Advancing ML Ops best practices and automation
  • Exploring cutting-edge deployment technologies
  • Building robust, scalable AI infrastructure
  • Developing innovative AI solution prototypes

πŸ“ˆ GitHub Stats

Sumair's GitHub stats

🀝 Let's Connect!

I'm always excited to collaborate on innovative projects and connect with fellow ML engineers, DevOps professionals, and AI enthusiasts.

LinkedIn Email


"Turning AI possibilities into production realities, one pipeline at a time."

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