Building

Constructing Systems That Survive Real Life

You hold a Master’s in Physics and Astrophysics. How does your background play into your work in data science and AI engineering?  Physics taught me two things that I lean on on a regular basis:...

Layered Architecture for Constructing Readable, Robust, and Extensible Apps

: your code works but confidence is low, so that you hesitate to the touch it. Adding a feature means performing open-heart surgery on the appliance, modifying existing business logic reasonably than extending the...

Constructing a Self-Healing Data Pipeline That Fixes Its Own Python Errors

AM on a Tuesday (well, technically Wednesday, I suppose), when my phone buzzed with that familiar, dreaded PagerDuty notification. I didn’t even must open my laptop to know that the daily_ingest.py script had failed....

Beyond the Flat Table: Constructing an Enterprise-Grade Financial Model in Power BI

there: You open Power BI, drag a messy Excel sheet into the canvas, and begin dropping charts until something looks “right.” It’s easy, it’s intuitive, and truthfully, that’s why Power BI is one...

Six Lessons Learned Constructing RAG Systems in Production

couple of years, RAG has became a type of credibility signal within the AI field. If an organization desires to look serious to investors, clients, and even its own leadership, it’s now expected...

Ten Lessons of Constructing LLM Applications for Engineers

across industries. Traditional engineering domains are not any exception. Previously two years, I’ve been constructing LLM-powered tools with engineering domain experts. Those are process engineers, reliability engineers, cybersecurity analysts, etc., who spend most of...

Networking for AI: Constructing the inspiration for real-time intelligence

To administer this IT complexity, Ryder Cup engaged technology partner HPE to create a central hub for its operations. The answer centered around a platform where tournament staff could access data visualization supporting...

Music, Lyrics, and Agentic AI: Constructing a Smart Song Explainer using Python and OpenAI

is rap. Rap music made me cry, sing, and dance, and it's also how I learned the English language. I still remember the primary time I sat down and tried to know Biggie...

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