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$
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I will deploy and productionize your ml model on AWS or gcp using docker and fastapi
AI Automation Expert: GPT4, Chatbots, Zapier, LangChain
🚀 AI & Automation Expert | GenAI Engineer with 3+ years of experience. I build custom AI agents (CrewAI, LangGraph, AutoGen), smart RAG chatbots (LangChain, GPT-4, LLaMA 3), and automate business wor...
About this Gig
Deploy Your Machine Learning Model to the Cloud Fast, Scalable & Production-Ready!
Want to take your ML model live and impress users, clients, or stakeholders?
I will professionally deploy your machine learning model using FastAPI, Docker, and top-tier cloud platforms like AWS and GCP, following modern MLOps best practices.
What Youll Get:
- REST API for your ML model using FastAPI or Flask
- Dockerized deployment for consistent, portable environments
- Cloud hosting on AWS EC2, GCP Compute Engine, or Cloud Run
- HTTPS endpoint with logging and basic monitoring
- (Optional) CI/CD integration via GitHub Actions for auto-deploys
- Clean, well-structured code ready for handoff or scaling
Tech Stack:
FastAPI, Flask, Docker, GitHub Actions, AWS, GCP, MLflow, DVC, Terraform (optional)
Package Levels:
- Basic Local API + Docker
- Standard Full cloud deployment + HTTPS + logs
- Premium CI/CD, experiment tracking, scaling + post-deployment support
Who This Is For:
- Data scientists ready to launch their models
- Founders & teams building MVPs
- AI/ML engineers needing cloud-native deployments
Message me first to ensure the best fit for your project.
Trusted by startups & ML pros for reliable deployment.
Tools:
Docker
Frameworks:
Other
Programming language:
Python
Expertise:
Debugging
•
Development
•
Configuration
My Portfolio
FAQ
Q1: What do you need from me to start the deployment?
Just your trained model file (e.g., .pkl, .pt), sample inputs/outputs, and any special requirements. I’ll guide you if anything’s missing.
Q2: Will my model be deployed as an API?
Yes! Your ML model will be served via a FastAPI or Flask API with clear, documented endpoints ready for production.
Q3: Which platforms can you deploy to?
I deploy to AWS, GCP, or locally using Docker—choose the one that fits your needs best. I also help you decide if unsure.
Q4: Can you automate deployments using CI/CD?
Definitely! I can integrate GitHub Actions to automate testing, deployment, and updates—available in Premium or as a gig extra.
