Data-Driven Insights, Analytics Solutions.
I've worked on a variety of data analytics projects, focusing on extracting meaningful insights from complex datasets and building analytical solutions that drive business decisions. Here are some highlights I'm proud of, showcasing my process from data exploration to actionable insights.
Dec 2025
AWS Serverless ETL Pipeline
Built a complete serverless ETL pipeline on AWS that processes e-commerce sales data from ingestion to visualization. Implemented automated data processing with AWS Glue, SQL analytics with Athena, and interactive dashboards with Nuxt 4 and QuickSight—all for less than $2/month.
Sept 2025 - Oct 2025
AWS Sentiment Analysis System
Built a production-ready sentiment analysis system for customer feedback analysis using AWS Free Tier services. Implemented serverless architecture with Lambda, DynamoDB, S3, and API Gateway, creating a cost-effective solution that processes thousands of feedback items with 75-80% accuracy.
Aug 2025 - December 2025
Hospital Readmission Prediction Model
Built three machine learning models (Logistic Regression, CART, Random Forest) to predict 30-day hospital readmissions using data from 130 US hospitals. Achieved 60-62% accuracy with high interpretability, enabling healthcare providers to identify high-risk patients and improve care outcomes.
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