I will deploy python ml model in AWS using flask and sagemaker

Pakistan

I speak English, French, Arabic, Spanish

1 order completed

With a Master's in Business Analytics and a Bachelor's in Economics with Data Science, I bring over 4 years and 800+ projects of experience in data analysis, machine learning, and BI development. Expe...
About this Gig

Are you looking to deploy your Python web application or machine learning model on AWS using Flask? I can help you set up a scalable, reliable, and secure deployment using AWS services like Sage Maker, S3, Lambda, and more!

Whether it's a machine learning model or a full web application, I'll make sure your project is live and ready to serve users efficiently on the cloud.


Services I Offer:

Flask Web App Deployment:

  • Deploy Flask apps using AWS Elastic Beanstalk or EC2.
  • Set up SSL and custom domains.

Sage Maker ML Deployment:

  • Deploy models using Sage Maker with real-time APIs.
  • Manage training and tuning.

S3 Bucket Setup:

  • Configure S3 for file storage with secure access.
  • Link S3 with Flask for media handling.

Database Integration:

  • Set up and integrate RDS or DynamoDB.
  • Handle migrations and optimization.

API Gateway & Lambda:

  • Create APIs using API Gateway.
  • Set up server-less Lambda functions.

CI/CD Pipelines:

  • Implement CI/CD using AWS Code Pipeline.
  • Automate app deployments and updates.

Security & Scaling:

  • Configure IAM roles and auto-scaling groups.

Monitoring & Logging:

  • Use Cloud Watch for app monitoring.
  • Set up performance alerts.


Expertise:

Image processing

Classification

Decision trees

Programming language:

Python

R

SQL

MLflow

Amazon SageMaker

Frameworks:

Scikit-learn

DeepPy

Keras

PyTorch

Panda

APIs:

Amazon Rekognition

Google Cloud Vision API

Tools:

Jupyter Notebook

TensorFlow

MLflow

Amazon SageMaker

Stata

Other Data Science & ML Services I Offer