Writing
The Blog
Engineering notes, build logs, and thoughts on creative development.
Beyond the Dashboard: Engineering a High-Throughput GMB Data Pipeline
Managing a few local listings is easy; orchestrating thousands across a national network is a distributed systems challenge. Here’s how I build resilient, reactive GMB infrastructures.
Beyond the Radius: Why I’m Switching Dealer Networks to Hexagonal Grids
Traditional "Point-in-Polygon" searches are failing modern dealer networks. As I transition into Data Engineering, I’ve found that administrative boundaries are too "noisy" for real-time scale. Discover why I'm moving toward Uber’s H3 hexagonal indexing to build faster, unbiased, and more performant geospatial architectures for dealership directories.
Vespa.ai vs Elasticsearch: Which is Best for Real-Time Vector Search?
A deep dive into Vespa.ai vs Elasticsearch for 2026. Learn why Vespa's native tensor support and AI-driven query conversion win for real-time search intelligence.
Next.js vs. Laravel: Which Framework Should You Choose in 2026?
In 2026, the "PHP is dead" meme is long gone, and Next.js has matured past its experimental App Router phase.