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Full stack and AI solutions engineer. I build software and automation that make businesses run faster, and write about the engineering behind it.

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The blog

Thoughts on building software

Long form thinking on architecture, debugging, AI in production, and the messy intersection of code and business. The trade-offs, failures, and decisions that do not fit into tutorials.

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Showing 2 of 2 articles
Qualify and Follow Up on Sales Leads With AI
AI Development · 10 min read
Today

Qualify and Follow Up on Sales Leads With AI

Most sales leads go cold because the reply comes too late. This guide shows how AI lead qualification scores each lead the moment it arrives, drafts a personalized follow up for your team to review, and makes sure the best leads get answered first.

crmllmai lead qualification+5 more
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How I Eliminated Memory Leaks in a High-Traffic Node.js API That Everyone Thought Was “Stateless”
Backend Engineering · 14 min read
5 months ago

How I Eliminated Memory Leaks in a High-Traffic Node.js API That Everyone Thought Was “Stateless”

The API didn’t crash immediately. It slowed down gradually, then fell over under load. The problem wasn’t traffic. It was invisible memory retention hiding inside “clean” Node.js code.

high traffic apisjavascriptbackend performance+2 more
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