Technical Demonstration Platform

Cloud-Native Demo Applications

Showcasing capabilities in ML deployment, data engineering, and cloud architecture

Machine Learning Big Data ETL Pipelines Serverless

Capabilities

Live

Audio Processing

Serverless audio converter with yt-dlp integration. Lambda-based processing with CloudFront CDN delivery.

Lambda API Gateway S3
Soon

ML Model Serving

Production ML inference pipeline with SageMaker. Real-time predictions via API endpoints.

SageMaker Docker FastAPI
Soon

Data ETL Pipeline

Scalable data processing with Glue and Step Functions. Automated transformation and loading workflows.

Glue Athena Redshift
Live

Kolkata Rain Radar

Real-time weather tracking with live precipitation data. EventBridge-triggered updates with interactive visualization.

EventBridge Lambda DynamoDB

Tech Stack

Cloud & Infrastructure

AWS Lambda API Gateway S3 CloudFront Route 53 CloudWatch

Data & ML

Python SageMaker Glue Athena Kinesis Redshift

DevOps & IaC

Terraform GitHub Actions Docker CloudFormation