Blog & Writings
Reflections, insights, and experiments from my journey through data, design, and discovery.
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Building a Cloud-Free Landsat Pipeline For Remote Sensing Analysis
Satellite-to-Drive automation using Google Earth Engine.
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Gradient Descent: As I See It
A deep dive into one of the most fundamental ideas in neural networks.
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Diving into RAGs: Building My First Chatbot and Lessons Learned
My first hands-on experience with Retrieval Augmented Generation.
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Recommendation Engine and Feelings
Exploring how emotions can be vectorized and modeled computationally.
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Hypothesis Testing with Taxi Fare Data
Analyzing fare differences between payment methods (card vs cash).
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Time Series Forecasting with XGBoost
Forecasting power consumption trends in the US using machine learning.