// BLOG
Writing
Thoughts on building products, scaling systems, AI engineering, and the lessons I've learned founding startups and shipping software for over a decade.
AIMCPRAGLLMs
Building Practical AI Agents with MCP: Beyond the Hype
A practical look at building AI agents using Model Context Protocol that actually ship to production and solve real business problems.
·7 min read
ArchitectureReact NativeAmazon SP-APIScaling
Building ScoutIQ: Scaling to 10 Million Product Scans per Week
How we architected a mobile platform that processes 10M+ barcode scans weekly for Amazon sellers, with offline databases and real-time profit calculations.
·8 min read
CareerEntrepreneurshipCybersecurityStartups
From White Hat Hacking to Building Startups: My Unconventional Path
How starting to code at 13, selling software at 17, and exploring cybersecurity at 19 led me to founding multiple tech companies.
·6 min read