technology
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Reusable AI-Native Workflows: a Claude Skills sample case in Data Engineering
As data engineering teams rapidly integrate AI coding agents like Claude Code into their daily workflows, a new operational challenge has emerged: How do we standardize how the AI interacts with our stack? If every engineer prompts Claude differently to accomplish the same task, we lose consistency, risk data quality issues, and burn through cloud budgets due to variable… Continue reading
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From Medical Jargon to Action Plans: How I Built an AI Blood Work Interpreter
I built a blood work lab result analyzer app, and the process was really fun. Want to share my thoughts and approach, hoping this can be inspiring and help you, my friend, to utilize AI in our day-to-day life. Below is the screen recording of me using the app to analyze some lab results. Opening… Continue reading
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The Grass is greener on which side? – My Lawn Care A/B Testing Story
It started as a typical Monday afternoon, but it quickly turned into a live-action case study in sales experimentation. My husband and I realized our neighborhood was being “pitched” by the same lawn care company, but the math wasn’t adding up. We were looking at Version A: 8 treatments a year, the first one free, and… Continue reading
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Rapidly Prototype Data Quality Check App with Google AI
We are going to use Google AI Studio to rapidly prototype a data quality check application that business users can interact with. The application takes natural-language prompts from the user to identify incomplete records in provided data, then outputs the results to a predefined structure/format. and provide dq fail count and percentage. The purpose of… Continue reading
Vision Binary 