wellallyTech - DEV Community

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Aug 21

From Messy PDFs to Personal Health Brain: Building a Lifelong Health Knowledge Base with FHIR and RAG 🩺💻

#ai #rag #fhir #python

4 min read

wellallyTech

Aug 20

Building a Personal "PubMed": Transforming Chronic Disease Management with RAG and LangGraph 🩺💻

#ai #python #rag #dataengineering

3 min read

wellallyTech

Aug 19

Your Voice is a Bio-Marker: Building a Depression Detection Engine with Python and OpenSMILE 🧠🎙️

#discuss #ai #python #opensource

4 min read

wellallyTech

Aug 18

Predicting the Sugar Rush: Building a 30-Minute CGM Warning System with Transformers 🚀

#datascience #healthtech #machinelearning #diabetesmanagement

4 min read

wellallyTech

Aug 17

Stop Ignoring CGM Alerts: Automate Your Recovery with a LangGraph "Digital Nutritionist" Agent 🥗🤖

#ai #programming #python #learning

3 min read

wellallyTech

Aug 16

Stop Sending Your Vitals to the Cloud: Running Llama-3 Locally in the Browser with WebLLM & WebGPU 🥑

#ai #beginners #tutorial #python

4 min read

wellallyTech

Aug 15

Predicting the Future of Glucose: Real-time CGM Anomaly Detection with LSTM and TSFresh 🚀

#python #machinelearning #healthtech #datascience

3 min read

wellallyTech

Aug 14

Quantified Self 2.0: Stop Drowning in Health Data Silos! Build a Unified Pipeline with Apache Hop 🚀

#sql #dataengineering #opensource #apachehop

3 min read

wellallyTech

Aug 13

Stop Uploading Your Vitals! 🍎 Build a Private Health AI using Llama-3 and MLX on Your MacBook

#discuss #webdev #ai #devops

3 min read

wellallyTech

Aug 12

Beyond Words: Tracking Depression Risk Trends Using Wav2Vec 2.0 and FastAPI 🧠🎙️

#discuss #webdev #ai #python

4 min read

wellallyTech

Aug 11

Early Warning System: Detecting Flu & Infections using LSTM on Your Wrist ⌚️🔬

#ai #machinelearning #wearables #tensorflow

3 min read

wellallyTech

Aug 10

Private & Fast: Building a Local-First Mental Health Assistant with WebLLM and WebGPU 🧠💻

#discuss #webdev #ai #python

4 min read

wellallyTech

Aug 9

Private & Powerful: Analyzing Your Health Data Locally with Llama-3 and Apple MLX 🍎🛡️

#python #machinelearning #privacy #healthtech

4 min read

wellallyTech

Aug 8

Don't Miss a Beat: Building a High-Performance HRV Anomaly Detection Pipeline with Golang and InfluxDB 💓

#programming #opensource #healthtech #iot

3 min read

wellallyTech

Aug 7

How to Detect Overtraining Before It Hits: Analyzing HRV with Python and Isolation Forests 🏃‍♂️📉

#datascience #machinelearning #python #fitness

4 min read

wellallyTech

Aug 6

Privacy-First Healthcare: Real-time ECG Denoising with WebLLM and WebGPU 🩺⚡

#ai #typescript #webgpu #webllm

4 min read

wellallyTech

Aug 5

Stop Leaking Vitals: How to Build a Decentralized Health Platform using Differential Privacy 🛡️🏥

#ai #productivity #python #opensource

4 min read

wellallyTech

Aug 4

Secure Your Health Data: Mastering Privacy-Preserving Inference with Intel SGX and Gramine 🛡️💊

#c #healthtech #gramine #security

4 min read

wellallyTech

Aug 3

Goodbye, Manual Forms! Build an Autonomous Medical Appointment Agent with Browser-use and GPT-4o-mini 🚀

#discuss #ai #automation #opensource

3 min read

wellallyTech

Aug 2

Build a Health Autopilot: Mastering LangGraph for Chronic Disease Management 🩺🤖

#ai #python #llm #automation

3 min read

wellallyTech

Aug 1

Stop Sending Your Bio-Data to the Cloud: Training Local HRV Recovery Models with MLX on iOS 🚀

#ios #swift #ai #machinelearning

4 min read

wellallyTech

Jul 31

Privacy First: Analyzing Your Apple HealthKit Data Locally with Llama-3 and Apple MLX 🍎🛡️

#machinelearning #python #swift #datascience

4 min read

wellallyTech

Jul 30

PostureCorrection: Stop the "Quasimodo" Effect with MediaPipe and OpenCV! 🧘‍♂️💻

#python #computervision #mediapipe #tutorial

4 min read

wellallyTech

Jul 29

Pixels to Proteins: Building a Full-Stack AI Meal Tracker with GPT-4o and SAM 🥗🤖

#python #machinelearning #openai #fastapi

3 min read

wellallyTech

Jul 28

Stop Just Reviewing Data: Predict Your Body Stress 24 Hours Ahead with Transformers 🚀

#webdev #ai #python #opensource

4 min read

wellallyTech

Jul 27

Privacy-First Vision AI: Running Quantized ViT Models in the Browser with WebAssembly 🚀

#javascript #react #ai #machinelearning

1

3 min read

wellallyTech

Jul 26

Tired of Refreshing? Building a Smart Medical Appointment Agent with Playwright and LLM Function Calling 🏥🤖

#programming #python #openai #automation

3 min read

wellallyTech

Jul 25

Stop Living in Silos: Building a Quantified Self Data Lake with DuckDB

#analytics #python #dataengineering #quantifiedself

3 min read

wellallyTech

Jul 24

Snoring or Sleep Apnea? Building an AI Sleep Guardian with Whisper and Librosa 😴💤

#python #whisper #machinelearning #openai

4 min read

wellallyTech

Jul 23

Stop Grinding, Start Predicting: Building a Burnout Early Warning System with Transformers and Prophet 🚀

#ai #python #tutorial #react

4 min read

wellallyTech

Jul 22

Forget Calorie Counting: Building a Vision-RAG Glycemic Index Predictor with GPT-4o and Qdrant 🥗🚀

#ai #python #fastapi #rag

4 min read

wellallyTech

Jul 21

From Messy XML to Health Insights: Mastering Your Apple Health Data with DuckDB and dbt 🏃‍♂️📊

#ai #python #react #opensource

4 min read

wellallyTech

Jul 20

From Pixels to Privacy: Mastering Differential Privacy for Medical AI with PyTorch Opacus and PySyft 🩺🛡️

#python #opensource #machinelearning #datascience

3 min read

wellallyTech

Jul 19

From Pixels to Diagnosis: Fine-Tuning CLIP for Zero-Shot Dermatology Screening 🩺💻

#python #fastapi #machinelearning #pytorch

4 min read

wellallyTech

Jul 18

MedGraph-RAG: Building a Life-Saving Drug Interaction Screener with Neo4j and LangChain 💊🕸️

#ai #rag #datascience #neo4j

4 min read

wellallyTech

Jul 17

From Pixels to Proteins: Building an AI Nutritionist with Segment Anything (SAM) and GPT-4o Vision 🥑

#ai #python #tutorial #opensource

3 min read

wellallyTech

Jul 16

10 Years of My Life in Rows: Building a Personal Health Data Lake with DuckDB & dbt 🥑

#python #dataengineering #learninginpublic #healthtech

4 min read

wellallyTech

Jul 15

Are You Burning Out? Quantifying Workplace Stress with Wav2Vec 2.0 and Daily Stand-up Voice Biomarkers 🚀

#webdev #ai #tutorial #python

4 min read

wellallyTech

Jul 14

Stop Guessing: Build a Drug-Drug Interaction Agent with LangChain & OpenFDA 💊🤖

#ai #python #webdev #healthcare

3 min read

wellallyTech

Jul 13

Say Goodbye to Manual Refreshing: Building an AI Clinic Booking Agent with Browser-use and GPT-4o 🏥🤖

#python #webdev #openai #automation

3 min read

wellallyTech

Jul 12

From Pixels to Prescriptions: Building a Real-Time Medication Interaction Monitor with YOLOv8 and Neo4j 💊🚀

#machinelearning #flutter #neo4j #python

3 min read

wellallyTech

Jul 11

Beyond the Wrist: Predict Stress 1-Hour Early with LSTM, MQTT, and InfluxDB 🚀

#machinelearning #healthtech #webdev #tensorflow

4 min read

wellallyTech

Jul 10

The Bedroom "Black Box": Detecting Sleep Apnea using OpenAI Whisper, DFT, and Edge AI 😴🚀

#discuss #webdev #ai #python

4 min read

wellallyTech

Jul 9

Beyond the Finger-Prick: Predicting Blood Glucose Fluctuations with Time-Series Transformers 🚀

#machinelearning #datascience #webdev #pytorch

4 min read

wellallyTech

Jul 8

PostureGuard: Stop the "Tech Neck" with MediaPipe, Electron, and Real-Time Vision 🚀

#javascript #python #programming #webdev

4 min read

wellallyTech

Jul 7

Beyond Words: Detecting Early Signs of Depression via Offline Voice Biomarker Analysis 🎙️🧠

#webdev #ai #python #react

4 min read

wellallyTech

Jul 6

Quantified Self: Building a Real-Time Health Dashboard with Grafana, InfluxDB, and Vector 🚀

#opensource #docker #dataengineering #vectordatabase

3 min read

wellallyTech

Jul 5

Private AI: Building a Local-First Health Knowledge Base with Llama-3 and MLC-LLM 🛡️🩺

#ai #python #react #opensource

3 min read

wellallyTech

Jul 4

Stop Leaking Medical Data! Build a Privacy-First Skin Cancer Classifier with Federated Learning & PySyft 🩺🛡️

#ai #healthcare #python #machinelearning

4 min read

wellallyTech

Jul 3

Stop Guessing Your Vitamins: Build a Tool-Calling AI Agent to Optimize Supplements via Blood Work (PDF) 🩺💊

#ai #python #llamaindex #biohacking

3 min read

wellallyTech

Jul 2

Your Health Data is Sacred: Build a Private AI Health Coach with Llama-3 and Apple MLX 🍎🛡️

#discuss #ai #python #react

4 min read

wellallyTech

Jul 1

From Pixels to Calories: Building an AI Nutritionist with GPT-4o and SAM 2 🥗

#ai #python #opensource #machinelearning

4 min read

wellallyTech

Jun 30

Beyond Averages: Predicting Burnout with Temporal Fusion Transformers (TFT) and Wearable Data 📉⌚

#datascience #machinelearning #python #wearables

4 min read

wellallyTech

Jun 29

From Messy Medical PDFs to Structured FHIR: Building an LLM-Powered Healthcare Pipeline 🩺💻

#openai #dataengineering #python #llm

4 min read

wellallyTech

Jun 28

Stop Forgetting Your Meds: Build an Edge-AI Smart Medicine Cabinet with YOLOv10 and Raspberry Pi 💊🤖

#discuss #webdev #ai #tutorial

4 min read

wellallyTech

Jun 27

Your Grandma’s New Best Friend: A Private, Offline AI Medication Assistant on Raspberry Pi 🥑

#ai #python #privacy #raspberrypi

4 min read

wellallyTech

Jun 26

💡 From Glucose Spikes to Low-GI Menus: Building a Closed-Loop Health Agent with LangGraph

#ai #python #automation #openai

4 min read

wellallyTech

Jun 25

Stop Guessing Calories! Build a Self-Calibrating AI Nutritionist with SegFormer & VLMs

#machinelearning #fastapi #python #ai

4 min read

wellallyTech

Jun 24

Secure Your Genome: Calculating Genetic Risk Scores Using Homomorphic Encryption and TenSEAL 🔐🧬

#opensource #genomic #python #privacy

4 min read

wellallyTech

Jun 23

Calorie-GPT: Precision Food Tracking using Segment Anything Model (SAM) and GPT-4o-vision 🥗🤖

#openai #machinelearning #fastapi #python

3 min read

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