Adding AI Content Moderation to a Live Social Platform
What I learned integrating Azure AI moderation into a location-based social platform — and why the human-in-the-loop part matters more than the model.
3 min readAI EngineeringAzure AIProduction
Writing
Notes from
the build.
Essays and field notes on AI engineering, shipping real products, and the gap between a demo and something people rely on. I also share this journey on YouTube.
Building an NLP Pipeline That Categorizes Thousands of Deals a Day
How Wisedealing aggregates offers from Amazon, Best Buy, Walmart and eBay — fetching, standardizing, and auto-categorizing products with a custom Node NLP model.
2 min readNLPNode.jsBackend
The Evolution of Software Engineering in the Age of AI
Why the developers who last aren't the ones who avoid AI, but the ones who learn to steer it.
5 min readAISoftware EngineeringVibe coding
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