I will set up your devops or mlops pipelines

H
harithpali
H
harithpali
Harith

About this gig

Are you building an AI or machine learning product and struggling to get it deployed, automated, or running reliably in production? You're in the right place.

I'm a Senior Site Reliability Engineer with hands-on experience designing and managing production-grade infrastructure on AWS. I specialize in bridging the gap between data science and production setting up the DevOps and MLOps foundations that make AI systems actually work at scale.

What I can set up for you:

  • CI/CD pipelines for ML models (GitHub Actions, CodePipeline)
  • Dockerized ML environments and containerized model serving
  • AWS infrastructure for AI workloads (EC2, ECS, Lambda, SageMaker)
  • MLflow or similar experiment tracking and model registry setup
  • Automated model deployment with rollback and versioning
  • Monitoring and alerting for deployed models (CloudWatch, Grafana)
  • Infrastructure as Code using Terraform or CloudFormation

Why work with me:

Most AI freelancers can build a model. Few can deploy it reliably. My background is in keeping systems running at scale so what I deliver is production-ready, not just a working prototype.

Every delivery includes clean documentation so your team can maintain and extend the setup in

Get to know Harith

Harith

Automate once, Operate forever

5.0(1)
  • FromAustralia
  • Member sinceJun 2019
  • Avg. response time1 hour
  • Last delivery4 years
  • Languages

    English, Sinhala
I build software and automation that eliminates manual work and streamlines how businesses operate. As founder of ANMATIC, I cover the full stack: managed IT support, cloud, DevOps, data and analytics, software and IoT development, and AI automation. I also handle everyday IT — computer setup, Wi-Fi and networks, email and Microsoft 365, printers, backups and data transfers. Same approach either way: diagnose it properly, fix it properly, explain it in plain English.Engineering and systems reliability background. RHCSA certified, IEEE-published.

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