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wellallyTech

an AI-powered lifelong health data platform helping individuals and families track, analyze, and optimize their wellness.

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Stop Burning Out! Build a Real-Time Stress Warning System using Python and Speech Emotion Recognition (SER) 🚀
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Stop Burning Out! Build a Real-Time Stress Warning System using Python and Speech Emotion Recognition (SER) 🚀

#python #machinelearning #webdev #ai
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3 min read

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Full-Stack SSR on Cloudflare Workers: Why Workers Are the Future of SaaS
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Full-Stack SSR on Cloudflare Workers: Why Workers Are the Future of SaaS

#saas #ssr #edge #ai
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5 min read
From Paper Reports to Personal Insights: Building a Medical GraphRAG with Neo4j and LlamaIndex 🚀
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From Paper Reports to Personal Insights: Building a Medical GraphRAG with Neo4j and LlamaIndex 🚀

#neo4j #ai #python #dataengineering
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4 min read
Cloudflare R2: Object Storage for Edge Applications and SaaS
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Cloudflare R2: Object Storage for Edge Applications and SaaS

#saas #ai #webdev #programming
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4 min read
HormoneAgent: Building a Self-Correcting Health AI with LangGraph and Apple Health 🥑🚀
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HormoneAgent: Building a Self-Correcting Health AI with LangGraph and Apple Health 🥑🚀

#webdev #ai #python #opensource
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3 min read
Your Health Data is Private: Build a Local Health AI with Llama 3 and MLX on your Mac 🍏
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Your Health Data is Private: Build a Local Health AI with Llama 3 and MLX on your Mac 🍏

#ai #python #llama3 #privacy
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3 min read
Smart Pillbox 2.0: How I Built a Multi-Prescription Identifier using YOLOv10 and GPT-4o 💊
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Smart Pillbox 2.0: How I Built a Multi-Prescription Identifier using YOLOv10 and GPT-4o 💊

#ai #python #opensource #computervision
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3 min read
Building a Life-Saving AI: Automating Medical Response with LangGraph and Python 🏥
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Building a Life-Saving AI: Automating Medical Response with LangGraph and Python 🏥

#python #ai #automation #healthtech
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4 min read
From Soundwaves to Stress Levels: Building an Affective Computing Pipeline with Wav2Vec 2.0
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From Soundwaves to Stress Levels: Building an Affective Computing Pipeline with Wav2Vec 2.0

#machinelearning #webdev #ai #python
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4 min read
From Heartbeats to Burnout: Building a Real-Time Stress Predictor with XGBoost and CoreML ⚡️
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From Heartbeats to Burnout: Building a Real-Time Stress Predictor with XGBoost and CoreML ⚡️

#ai #tutorial #python #security
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3 min read
From Pills to Pixels: Building an Intelligent Home Pharmacy Manager with YOLOv8 and CLIP 💊✨
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From Pills to Pixels: Building an Intelligent Home Pharmacy Manager with YOLOv8 and CLIP 💊✨

#discuss #python #react #ai
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3 min read
Your Private Health Brain: Running Llama-3 Locally on MacBook with MLX to Analyze HealthKit Data 🍎💻
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Your Private Health Brain: Running Llama-3 Locally on MacBook with MLX to Analyze HealthKit Data 🍎💻

#ai #python #opensource #health
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4 min read
Your Apple Health Data is a Mess—Fix it 10x Faster with Polars 🚀
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Your Apple Health Data is a Mess—Fix it 10x Faster with Polars 🚀

#dataengineering #opensource #python #polars
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4 min read
How to Choose Your SaaS Tech Stack in 2026
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How to Choose Your SaaS Tech Stack in 2026

#nextjs #remix #saas #webdev
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5 min read
AI Physical Therapy: Real-Time Pose Estimation & Angle Analysis with Mediapipe 🚀
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AI Physical Therapy: Real-Time Pose Estimation & Angle Analysis with Mediapipe 🚀

#webdev #react #machinelearning #tutorial
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4 min read
Building a SaaS Community: From Zero to Active, Engaged Members
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Building a SaaS Community: From Zero to Active, Engaged Members

#engagement #sass #community #discord
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5 min read
Save Your Spine: Building a Real-Time AI Posture Guard with MediaPipe and Electron 🧘‍♂️💻
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Save Your Spine: Building a Real-Time AI Posture Guard with MediaPipe and Electron 🧘‍♂️💻

#webdev #computervision #ai #mediapipe
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3 min read
Building in Public: A Solo Founder's Guide to Transparency Marketing
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Building in Public: A Solo Founder's Guide to Transparency Marketing

#marketing #twitter #unity3d #transparency
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5 min read
Are You Over-training? Detecting Body Stress and Inflammation with HRV and Isolation Forest 🏃‍♂️💔
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Are You Over-training? Detecting Body Stress and Inflammation with HRV and Isolation Forest 🏃‍♂️💔

#python #datascience #wearables #machinelearning
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4 min read
Privacy-First AI: Training ECG Models with Federated Learning and Flower 🩺🛡️
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Privacy-First AI: Training ECG Models with Federated Learning and Flower 🩺🛡️

#privacy #deeplearning #ai #python
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4 min read
Privacy-First AI: Building a Local Mental Health Companion on Apple Silicon with Llama-3 and MLX 🧠💻
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Privacy-First AI: Building a Local Mental Health Companion on Apple Silicon with Llama-3 and MLX 🧠💻

#ai #python #machinelearning #applesilicon
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4 min read
Stop Guessing Your Recovery: Building a DIY Stress Index with Scikit-learn and Apple HealthKit ⌚️🚀
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Stop Guessing Your Recovery: Building a DIY Stress Index with Scikit-learn and Apple HealthKit ⌚️🚀

#ai #python #react #opensource
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4 min read
Stop Uploading Your Health Data: Building a 100% Private Llama-3 RAG on Apple Silicon 🍏
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Stop Uploading Your Health Data: Building a 100% Private Llama-3 RAG on Apple Silicon 🍏

#machinelearning #python #llama3 #rag
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4 min read
Coughing in the Dark: Build a Private 24/7 Respiratory Health Monitor using Whisper.cpp and Raspberry Pi
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Coughing in the Dark: Build a Private 24/7 Respiratory Health Monitor using Whisper.cpp and Raspberry Pi

#whisper #ai #opensource #machinelearning
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3 min read
Building a Precision Medical RAG: Why Hybrid Search is the Antidote to LLM Hallucinations 🏥💻
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Building a Precision Medical RAG: Why Hybrid Search is the Antidote to LLM Hallucinations 🏥💻

#ai #python #rag #machinelearning
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4 min read
Stop Ignoring Your Heart: Predicting Developer Burnout with Transformers and HRV 💓🤖
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Stop Ignoring Your Heart: Predicting Developer Burnout with Transformers and HRV 💓🤖

#swift #deeplearning #healthtech #machinelearning
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3 min read
Escaping XML Purgatory: Turning Your Apple Health Data into a Personal AI Health Coach 🏃‍♂️📈
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Escaping XML Purgatory: Turning Your Apple Health Data into a Personal AI Health Coach 🏃‍♂️📈

#ai #python #rag #dataengineering
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4 min read
From Pixels to Diagnosis: Building a Lightning-Fast Skin Lesion Classifier with MobileNetV3 and ONNX Runtime
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From Pixels to Diagnosis: Building a Lightning-Fast Skin Lesion Classifier with MobileNetV3 and ONNX Runtime

#flutter #machinelearning #android #mobile
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4 min read
Privacy-Preserving Health Analytics: Building a Shielded Family Dashboard using PySyft and Differential Privacy
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Privacy-Preserving Health Analytics: Building a Shielded Family Dashboard using PySyft and Differential Privacy

#datascience #webdev #python #security
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4 min read
Taming the Spike: Predicting Glucose Peaks 30 Minutes Ahead with Transformers and TensorFlow 🩸🚀
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Taming the Spike: Predicting Glucose Peaks 30 Minutes Ahead with Transformers and TensorFlow 🩸🚀

#ai #python #opensource #machinelearning
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4 min read
Hardcore Vision: Build a Smart Home Medicine Tracker with YOLOv8, EasyOCR, and Flutter 💊
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Hardcore Vision: Build a Smart Home Medicine Tracker with YOLOv8, EasyOCR, and Flutter 💊

#flutter #computervision #python #opensource
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3 min read
Quantified-Self RAG: Turning 5 Years of Apple Health XML into a Personal Health AI
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Quantified-Self RAG: Turning 5 Years of Apple Health XML into a Personal Health AI

#rag #python #llamaindex #ai
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3 min read
Cracking the CGM Code: Predicting Glucose Spikes with Transformer Architectures 🩸🚀
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Cracking the CGM Code: Predicting Glucose Spikes with Transformer Architectures 🩸🚀

#datascience #pytorch #machinelearning #healthtech
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3 min read
Quantified Self 2.0: Building a Real-Time Personal Health Observability Stack with ELK and Grafana 🚀
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Quantified Self 2.0: Building a Real-Time Personal Health Observability Stack with ELK and Grafana 🚀

#dataengineering #python #elasticsearch #quantifiedself
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3 min read
Your Browser is the Doctor: Privacy-First Skin Screening with WebLLM & WebGPU 🚀
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Your Browser is the Doctor: Privacy-First Skin Screening with WebLLM & WebGPU 🚀

#ai #webgpu #webllm #typescript
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3 min read
Your Heartbeat, Your Privacy: Running Fine-Tuned Llama-3 on Mac with Apple MLX 🍎
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Your Heartbeat, Your Privacy: Running Fine-Tuned Llama-3 on Mac with Apple MLX 🍎

#ai #python #privacy #webdev
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4 min read
From Messy Med-Notes to Clinical Insights: Building an AI-Powered EMR with FHIR and LlamaIndex 🚀
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From Messy Med-Notes to Clinical Insights: Building an AI-Powered EMR with FHIR and LlamaIndex 🚀

#rag #python #opensource #dataengineering
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3 min read
Quantified Self: Building a Real-Time Health Dashboard with RedisTimeSeries, Go, and Grafana 🚀
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Quantified Self: Building a Real-Time Health Dashboard with RedisTimeSeries, Go, and Grafana 🚀

#redis #ai #webdev #python
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3 min read
Privacy-First AI: How to Run Local Llama-3 on iPhone to Analyze Your HealthKit Data via MLX
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Privacy-First AI: How to Run Local Llama-3 on iPhone to Analyze Your HealthKit Data via MLX

#ai #swift #ios #llama3
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4 min read
Stop Slouching! Build a Real-Time Spine Posture Corrector with MediaPipe & Electron 🖥️💻
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Stop Slouching! Build a Real-Time Spine Posture Corrector with MediaPipe & Electron 🖥️💻

#discuss #ai #python #opensource
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3 min read
🚀 Data Wrangling Magic: Healing Conflicting Oura Ring & Garmin Time-Series Data with LLMs
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🚀 Data Wrangling Magic: Healing Conflicting Oura Ring & Garmin Time-Series Data with LLMs

#python #opensource #machinelearning #ai
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4 min read
From Scans to Structured Data: Converting Medical Reports to JSON with Pydantic & LLMs
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From Scans to Structured Data: Converting Medical Reports to JSON with Pydantic & LLMs

#python #ai #pydantic #openai
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3 min read
From Snore to Score: Real-time Sleep Apnea Detection using Whisper v3 and FFT on the Edge 😴🔊
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From Snore to Score: Real-time Sleep Apnea Detection using Whisper v3 and FFT on the Edge 😴🔊

#ai #python #reactnative #whisper
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3 min read
Calories from Pixels: Building a Precision Food Tracking Pipeline with GPT-4o Vision & SAM
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Calories from Pixels: Building a Precision Food Tracking Pipeline with GPT-4o Vision & SAM

#ai #python #react #opensource
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4 min read
Unifying Your Health Data: Building a High-Frequency ETL Pipeline for Apple HealthKit and Google Health Connect 🏃‍♂️📊
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Unifying Your Health Data: Building a High-Frequency ETL Pipeline for Apple HealthKit and Google Health Connect 🏃‍♂️📊

#datascience #ai #python #react
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4 min read
Beyond Simple Image Recognition: Building a Precise AI Nutritionist with GPT-4o and Segment Anything (SAM)
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Beyond Simple Image Recognition: Building a Precise AI Nutritionist with GPT-4o and Segment Anything (SAM)

#ai #chatgpt #webdev #python
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4 min read
The HRV Engineer: Building a Machine Learning Fatigue Warning System with Scikit-learn
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The HRV Engineer: Building a Machine Learning Fatigue Warning System with Scikit-learn

#datascience #machinelearning #python #garmin
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3 min read
From Messy Blood Tests to Actionable Insights: Building Your Personal Health Data Warehouse with dbt & DuckDB 🩸💻
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From Messy Blood Tests to Actionable Insights: Building Your Personal Health Data Warehouse with dbt & DuckDB 🩸💻

#dataengineering #python #healthtech #learninginpublic
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4 min read
Stop Refreshing! Build an Autonomous AI Agent to Book Your Dentist Appointments with Playwright and GPT-4o
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Stop Refreshing! Build an Autonomous AI Agent to Book Your Dentist Appointments with Playwright and GPT-4o

#ai #python #webdev #programming
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4 min read
From Pixels to Prescriptions: Building an Automated Medication Reminder with YOLOv8 and OCR
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From Pixels to Prescriptions: Building an Automated Medication Reminder with YOLOv8 and OCR

#computervision #opencv #python #iot
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3 min read
Building the "Digital Consultation Room": Orchestrating Multi-Agent Systems for Chronic Disease Management with LangGraph
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Building the "Digital Consultation Room": Orchestrating Multi-Agent Systems for Chronic Disease Management with LangGraph

#ai #openapi #python #healthcare
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4 min read
Stop Sending Your Health Data to the Cloud: Build a 100% Private Symptom Checker with WebLLM & WebGPU 🚀
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Stop Sending Your Health Data to the Cloud: Build a 100% Private Symptom Checker with WebLLM & WebGPU 🚀

#react #webgpu #webllm #typescript
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4 min read
Never Miss a Checkup Again: Building an Autonomous Health Agent with LangGraph and OpenAI Tool Calling 🏥🤖
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Never Miss a Checkup Again: Building an Autonomous Health Agent with LangGraph and OpenAI Tool Calling 🏥🤖

#openai #health #ai #python
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4 min read
From Zzz's to Data: Building an AI-Powered Snore Recognition System with YAMNet 😴🚀
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From Zzz's to Data: Building an AI-Powered Snore Recognition System with YAMNet 😴🚀

#machinelearning #android #tensorflow #healthtech
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3 min read
Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG 🏥💻
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Stop Losing Your Health Data! Build a Lifelong Electronic Health Record (EHR) System with Neo4j and GraphRAG 🏥💻

#ai #python #rag #dataengineering
1
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3 min read
Your Health Data is Yours: Build a Fully Local AI Health Assistant with Llama 3 and MLX 🍏💻
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Your Health Data is Yours: Build a Fully Local AI Health Assistant with Llama 3 and MLX 🍏💻

#machinelearning #llama3 #privacy #python
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4 min read
Building a Closed-Loop Health Agent with LangGraph: Automatically Manage Your Blood Sugar via Notion & CGM 🚀🥗
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Building a Closed-Loop Health Agent with LangGraph: Automatically Manage Your Blood Sugar via Notion & CGM 🚀🥗

#ai #agents #webdev #programming
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4 min read
Invisible Breathing Monitoring: Building an AI-Powered Sleep Apnea Detector with Whisper and DFT
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Invisible Breathing Monitoring: Building an AI-Powered Sleep Apnea Detector with Whisper and DFT

#ai #fastapi #whisper #sleep
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3 min read
Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀
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Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀

#machinelearning #whisper #python #pytorch
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4 min read
Stop AI Hallucinations in Health: Building an MCP Server for Your Personal Pharmacist Assistant 💊
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Stop AI Hallucinations in Health: Building an MCP Server for Your Personal Pharmacist Assistant 💊

#ai #javascript #tutorial #medical
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4 min read
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