Why Simple Audio Transcription Fails in Healthcare: The Need for Clinical Reasoning Engines
Building AI tools for healthcare is one of the most rewarding spaces in tech right now, but it's also a minefield of unique workflow hurdles. Many dev…
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Building a Privacy-First AI App for Patient & Caregiver Doctor Visit Notes
Hi DEV Community, I wanted to share a project I've been working on called AI Doctor Notes. It’s an app built specifically to solve a common problem: w…
Building Sakhi: Hindi Voice-to-Form for India's ASHA Workers, Solo in Six Weeks
TL;DR — Six-week solo build of a Hindi voice-to-form pipeline for India's ~1 million community health workers. Two deployment modes: a workstation pat…
Wearables and the Rise of Everyday Bio-Surveillance
A few years ago, wearable technology felt empowered. You woke up, checked your sleep score, tracked your steps, monitored your heart rate and it felt …
How I Built a Real-Time IoT Hospital IV Monitor using ESP32 & Blynk
Walk into almost any hospital, and you’ll see nurses relying on simple visual checks to monitor IV fluid levels. It’s a dangerous gap in medical care—…
How We Built ElderEase: An AI-Powered Healthcare Platform for Seniors
How We Built ElderEase: An AI-Powered Healthcare Platform for Seniors Healthcare technology is often built for hospitals and professionals — not for e…
How We Forecast Pollen at Planetary Scale
Most pollen apps show you a single number: "high." That's not very useful if you're allergic to birch but not oak. We built Atmospore to forecast poll…
Beyond English: Why AI-Verified Desi Ilaaj is the Unfollowable Moat in Health AI (Day 13/30)
Founders often ask me why we didn't just build an English-first Health AI and then add translation layers. The answer lies in phrases like "haldi dood…
Day 17: Building a Drug Interaction Checker for 22 Indian Languages - More Than Just Translation
3.2 seconds. That's how long it typically takes for someone to search for basic medicine info online. But what if that 'online' doesn't speak your mot…
Beyond the Textbook: Three Months Modelling Drug Interactions for GoDavaii's AI
Recently, I saw a headline about CARE Hospitals doctors pointing out that a persistent cough might signal undiagnosed asthma. It's a stark reminder of…
Stop Guessing Your Health: Building an Autonomous AI Nutritionist Crew with CrewAI and GPT-4o
We’ve all been there: you get your blood test results back, see a bunch of numbers in bold with "High" or "Low" next to them, and immediately spiral i…