My Projects
A showcase of data engineering solutions, cloud architectures, and AI implementations that have driven measurable business impact
GenAI Data Pipeline Optimization
Developed an AI agent using AWS Bedrock agents and microservices to deliver real-time competitive intelligence in Salesforce CRM, reducing research time by 50% and enhancing AWS seller win rates.
Technologies Used:
60% efficiency improvement
Cloud Data Lake Modernization
Architected end-to-end analytics solutions with real-time/streaming data pipelines using EventBridge, Lambda, Kinesis Firehose, and Glue for partitioned S3 data lake with Lake Formation governance.
Technologies Used:
Legacy to scalable data lake transformation
Enterprise Analytics Dashboard
Led Amazon QuickSight administration for enterprise analytics, created 50+ complex SQL datasets and 30+ interactive dashboards with star schemas in AWS Redshift.
Technologies Used:
40% faster query performance
Real-time Streaming Analytics Platform
Built a comprehensive streaming analytics platform using Kinesis Data Streams, Lambda, and DynamoDB for processing millions of events per day with sub-second latency.
Technologies Used:
Sub-second latency for real-time insights
Automated Data Quality Framework
Developed a comprehensive data quality monitoring system using AWS Glue DataBrew and custom Python validators to ensure 99.9% data accuracy across enterprise datasets.
Technologies Used:
99.9% data accuracy improvement
Multi-Cloud Cost Optimization Tool
Created an intelligent cost optimization tool that analyzes usage patterns across AWS services and provides automated recommendations, resulting in 30% cost reduction.
Technologies Used:
30% cost reduction achieved
Customer Sentiment Analysis Pipeline
Implemented an end-to-end sentiment analysis pipeline processing customer feedback from multiple channels using AWS Comprehend and custom ML models.
Technologies Used:
Real-time customer sentiment insights
Enterprise Data Catalog System
Built a comprehensive data catalog using AWS Glue Data Catalog and custom metadata management tools to improve data discovery and governance across the organization.
Technologies Used:
Improved data discovery by 70%
Technologies & Tools
Core technologies and tools used across my projects
Cloud Platforms
Programming
Analytics & AI
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