Some of my recent thoughts on design, development, and the tech industry.
My First AWS Adventure: Building a Sentiment Analysis System on a Budget
From zero to production-ready: How I built a full-stack sentiment analysis platform entirely within AWS Free Tier, exploring serverless architecture, cost optimization, and creative problem-solving along the way.
Building a Serverless ETL Pipeline on AWS: From Raw Data to Interactive Dashboards
How I built a complete data analytics pipeline using AWS serverless services—processing CSV files, cleaning data, enabling SQL analytics, and serving insights through interactive dashboards—all for less than $2/month.
Predicting Hospital Readmissions: A Machine Learning Journey
How I built three ML models to predict 30-day readmissions in diabetes patients using Logistic Regression, CART, and Random Forest
From Code to Insights: My Journey from Software Development to Data Analytics
How my background in software development shaped my approach to data analytics, the projects that defined my transition, and the lessons learned along the way.
From Traffic Violations to Safety Culture: My Data Analytics Framework
A detailed breakdown of my data analysis approach, from raw traffic violation data to actionable safety insights that transform fleet operations.
