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I will do data engineering, ai, mlops, and devops automation
Malik Soban
Hi, I'm Malik Soban, leading a skilled team at Skylarks IT Solution. We specialize in Data Engineering, AI/ML, MLOps, DevOps, Cloud Solutions (AWS/GCP), Docker, Kubernetes, CI/CD, Web & Mobile App Dev...
Over deze dienst
Transform your data into intelligent, scalable solutions with end-to-end Data, AI, MLOps, and DevOps pipelines. Whether you need to deploy machine learning models, automate your development workflows, or build secure cloud architecture, I provide robust infrastructure tailored to your business.
What I Offer:
- Data & AI Pipelines: End-to-end data processing and model deployment.
- MLOps Automation: Continuous Integration and Continuous Deployment (CI/CD) specifically designed for machine learning.
- DevOps & Cloud: Cloud architecture, deployment, and Infrastructure as Code (IaC).
- High-Performance Builds: Fast, secure, and scalable solutions.
Tech Stack Expertise: Python, AWS, Docker, Kubernetes, Git, Jenkins, TensorFlow, and PyTorch.
Tools:
Docker
•
Jenkins
•
GitHub
•
Gradle
•
BitBucket
Frameworks:
Npm
•
Pop
Programmeertaal:
Bash
•
Java
•
JavaScript
•
Kotlin
•
Python
Expertise:
Installatie
•
Ontwikkeling
•
Configuratie
Veelgestelde vragen
What do I need to provide to get started?
To begin, I will need access to your cloud environment (AWS, GCP, or Azure), your source code repository (GitHub, GitLab, Bitbucket), sample data if applicable, and a brief document outlining your specific pipeline or deployment goals.
Which cloud platforms do you work with?
While my primary expertise is in AWS (Amazon Web Services), I also architect and deploy pipelines on Google Cloud Platform (GCP) and Microsoft Azure, depending on your existing infrastructure.
Can you containerize my existing Machine Learning model?
Yes. I can take your existing Python, TensorFlow, or PyTorch models, containerize them using Docker, and set up a scalable deployment environment (like Kubernetes or AWS ECS) so they are production-ready.
What tools do you use for CI/CD and MLOps?
I utilize an industry-standard stack including Jenkins, Git, Docker, Kubernetes, and Infrastructure as Code (IaC) tools like Terraform or AWS CloudFormation to automate your workflows and deployments.
Do you provide documentation for the pipelines you build?
Absolutely. Every delivery includes comprehensive documentation detailing the architecture, how to triggerWhat do you need from me to get started? I will need access to your source code repository (such as Git), access or credentials for your cloud hosting environment (like AWS).
