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...Most HVAC support teams waste 40% of labor on repetitive calls (scheduling, filter status, warranty checks). Build a voice AI agent using VAPI + Twilio to handle inbound calls 24/7. Route complex issues to humans via function calling. Result: 60% call deflection, $12K/month savin...
You’ve probably seen “Make $5K/month with AI!” headlines everywhere (and most of them are half-baked noise). But here’s the honest truth: making real income with AI products in 2026 isn’t about hype — it’s about solving problems that people already pay to fix. :contentReference[oaicite:0]{index=0}
In this post I’m breaking down the strategy I’m using —...
This is a submission for the New Year, New You Portfolio Challenge Presented by Google AI
I'm a final-year B.Tech student who basically made a Faustian deal where I traded sleep for AI knowledge. By day, I'm grinding through multimedia systems, ML algorithms, and cybersecu...
In system design interviews, candidates often fail not because they don’t know tools, but because they don’t know how to ask the right questions.
Strong designers:
Building a conversational AI system isn't just about training models or designing clever prompts. The real engineering challenge lies in the middleware layer the often-overlooked backbone that sits between your users, NLP engines, databases, and third-party services. Get this right, and your chatbot scales gracefully. Get it wrong, and you're debugging production issues at 3 AM.
In this...