A developer built a browser-based skin lesion screening app that runs entirely on-device using WebGPU acceleration, Transformers.js, and WebLLM, so no images are uploaded to a server. The app loads a …
A developer built a proactive metabolic health agent using LangGraph, the Dexcom CGM API, and OpenAI function calling that monitors continuous glucose readings and, when it detects an abnormal trend, …
A developer built a fully local, browser-based sleep monitoring system that uses Whisper.cpp compiled to WebAssembly to filter out speech for privacy and a TensorFlow.js CNN to classify Mel Spectrogra…
A developer published a tutorial showing how to build a browser-based posture monitor using MediaPipe's Pose model, TensorFlow.js, and React, capturing webcam frames via WebRTC and calculating the nec…
A developer built Visual-Pill-ID, a computer vision pipeline that combines the Segment Anything Model (SAM) for instance segmentation with GPT-4o's multimodal reasoning to identify loose pills from a …
A developer demonstrated a privacy-first pipeline for fine-tuning Meta's Llama-3-8B on a decade of personal health reports using Apple's MLX framework and LoRA adapters, running entirely on a MacBook …
A developer has created a Digital Twin Health Agent using LangGraph and the Oura Ring API to automate wellness decisions. The system reads recovery scores, reschedules workouts on Google Calendar, and…
A developer has built a multimodal food estimation pipeline that combines Meta's Segment Anything Model (SAM) for precise food boundary detection with GPT-4o Vision for contextual analysis, then uses …
A developer has built an autonomous nutritionist agent that monitors continuous glucose monitor (CGM) data and automatically adds low-glycemic foods to a user's grocery cart. The system uses LangChain…
A developer has created a privacy-preserving health AI using Apple's MLX framework and Meta's Llama-3 model, enabling 100% offline analysis of Apple Health data on MacBooks. The approach leverages App…
A developer built a real-time calorie tracker that combines YOLOv10 for fast food detection with GPT-4o's multimodal reasoning to estimate nutritional macros. The hybrid approach uses YOLOv10 to local…
Engineers at WellAlly Tech Blog have repurposed OpenAI's Whisper speech-to-text model into a clinical screening tool for Obstructive Sleep Apnea (OSA), which affects nearly 1 billion people worldwide.…
A developer built a private AI health assistant that runs entirely on a MacBook using Apple's MLX framework and Meta's Llama-3 model, eliminating the need to send sensitive health data to cloud server…
A developer demonstrates how to build a multi-agent health autopilot for chronic disease management using LangGraph and function calling. The system monitors Continuous Glucose Monitor data, autonomou…
A developer built an HRV anomaly detector using the Isolation Forest algorithm from Scikit-learn to flag potential overtraining days from Oura Ring data. The system fetches daily readiness scores via …
A developer built a privacy-first skin lesion screening application that runs a quantized Vision Transformer model directly in the browser using TensorFlow.js and WebAssembly, ensuring user data never…
A developer built a private health consultation bot that runs entirely in the browser using WebLLM and WebGPU, eliminating the need for backend servers and ensuring zero data leakage. The system execu…
A developer built a personal health knowledge base using a vector database and RAG pipeline to organize scattered medical records. The system uses Qdrant for similarity search, Unstructured.io for par…
A developer built PostureGuard, a real-time posture monitoring tool using MediaPipe, OpenCV, and Electron. The tool runs on a standard CPU and detects forward head posture via pose estimation, sending…
A developer built a real-time posture tracking system using MediaPipe Pose and Electron. The system captures webcam frames, processes them through a neural network to identify body landmarks, and send…