Projects
Featured projects showcasing cloud architecture, MLOps, and serverless solutions on AWS.
Matrix-Themed Portfolio System
A full-stack serverless portfolio application featuring React frontend with TypeScript, AWS Lambda backend with AI-powered chatbot using Cohere, automated CI/CD via GitHub Actions and AWS Amplify, comprehensive security with API Gateway usage plans, rate limiting, and AWS Secrets Manager integration. Includes complete infrastructure as code with CloudFormation templates.
AI Data Analytics Agent
Built an intelligent agent leveraging Pandas, Bedrock, and SageMaker to automate exploratory data analysis (EDA), reducing analysis time by 70% and enabling faster business insights.
Fraud Detection System
Developed a fraud detection pipeline using AWS SageMaker and anomaly detection algorithms, reducing false positives by 35% and detecting fraudulent transactions with 92% accuracy.
JustServerlessEfficiency (JSE) - Intelligent Document Processing
Designed a serverless solution with AWS Lambda, Step Functions, and Bedrock to automate document ingestion and classification, cutting manual processing by 60% and improving accuracy to 95%.
Cloud Infrastructure with Disaster Recovery
Architected a custom VPC with public and private subnets, Internet & NAT Gateways for controlled access, an EC2 Auto Scaling Group with ELB for scalability, Multi-AZ RDS and DynamoDB for databases, S3 with CloudFront for storage and delivery.
Industrial Predictive Maintenance
A predictive maintenance solution for industrial equipment using machine learning and IoT sensors, leveraging AWS IoT Core and SageMaker for real-time monitoring and predictive analytics.
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