Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀
Is it just a loud snore, or is it a silent killer? Sleep Apnea affects millions worldwide, yet many remain undiagnosed. While medical-grade polysomnog…
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Building a Voice-Controlled AI Agent with Groq, LangGraph, and Streamlit
A detailed walkthrough of architecture, safety constraints, and lessons learned. Most assistants stop at answering in a chat box. I wanted something c…
From 3-Minute Cold Starts to ~20 Seconds: Whisper on AWS Lambda + EFS for OpenClaw
Part 3 of my series on building a low-cost personal AI stack on AWS. Part 1 — Squeezing my $1k/month API bill to $20/month with AWS Credits Part 2 — D…