Wellallytech | Knowledge Hub

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Nov 1

Beyond Simple Trackers: Building a Proactive Health Agent with LangGraph and HRV Data 🚀

#discuss #webdev #programming #ai

4 min read

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Oct 31

Predicting the Unpredictable: Building a Real-time CGM Early Warning System with Informer and PyTorch 🩸🚀

#webdev #ai #tutorial #python

4 min read

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Oct 30

Stop Guessing Your Burnout: Build a Real-Time Personal "Energy Bar" with Oura, Fitbit, and Scikit-learn 🔋

#webdev #quantifiedself #python #machinelearning

3 min read

wellallyTech

Oct 29

Stop Sending Vitals to the Cloud! 🚀 Build a Zero-Server Health Analyzer with WebLLM & WebGPU

#ai #python #react #opensource

4 min read

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Oct 28

From Chaos to Clarity: Building a Personal Health Data Warehouse with DuckDB 🏃‍♂️📊

#datascience #dataengineering #python #healthtech

4 min read

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Oct 27

Stop Guessing! Build a Precise Calorie Tracker with SAM and GPT-4o 🥗

#ai #tutorial #python #opensource

3 min read

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Oct 26

Private AI: Local Health Metric Correlation with WebLLM and Phi-3 🥑

#react #typescript #longevity #ai

4 min read

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Oct 25

Predictive Health: Building a Transformer-Based Real-Time CGM Forecasting Model 🩸🚀

#datascience #machinelearning #healthtech #iot

4 min read

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Oct 24

Local & Private: Building a Real-time ECG Analyzer in Chrome with WebLLM and WebGPU 🚀

#javascript #webllm #webgpu #machinelearning

4 min read

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Oct 23

From Pixels to Calories: High-Precision Nutrition Tracking with YOLOv10 and SAM 🥗💻

#discuss #python #computervision #machinelearning

3 min read

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Oct 22

Stop Guessing Your Glucose: Building a Transformer-based CGM Predictor for Real-time Blood Sugar Spikes 🩸💻

#discuss #ai #javascript #python

4 min read

wellallyTech

Oct 21

Hush-Engine: Building a Real-time Sleep Apnea Detection Pipeline with Whisper & AST 🌙💤

#opensource #programming #ai #machinelearning

4 min read

wellallyTech

Oct 20

Private AI: Building a Mental Health Sentiment Tracker with WebLLM and WebGPU 🧠💻

#webgpu #webllm #privacy #ai

4 min read

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Oct 19

From Zzz to Data: Real-Time Sleep Apnea Detection with Fine-tuned Whisper on the Edge 😴🚀

#python #machinelearning #openai #healthtech

3 min read

wellallyTech

Oct 18

From Spikes to Insights: Building an Autonomous Metabolic Health Agent with LangGraph and CGM Data 🚀

#automation #webdev #openai #python

4 min read

wellallyTech

Oct 17

From Voice to Vibes: Detecting Workplace Burnout with Speech Emotion Recognition and Librosa 🎙️🧠

#programming #python #datascience #machinelearning

4 min read

wellallyTech

Oct 16

Unleash Your Mac: Training Personalized Gait Recognition Models with MLX and Apple Silicon 🚀

#machinelearning #swift #development #ai

4 min read

wellallyTech

Oct 15

Snap, Segment, and Savor: Building a Visual Calorie Counter with SAM & CLIP 🥑

#discuss #programming #ai #python

4 min read

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Oct 14

Beyond Linear Trends: Real-time Glycemic Spike Prediction using Transformers and InfluxDB 🚀

#ai #tutorial #python #programming

3 min read

wellallyTech

Oct 13

Is Your Code Killing You? Building an AI Stress Detector for Developers 🎙️💻

#programming #ai #python #machinelearning

4 min read

wellallyTech

Oct 12

Mastering Stress: Real-time HRV Outlier Detection with Bi-LSTM and TensorFlow 🧠💓

#machinelearning #tensorflow #datascience #healthtech

4 min read

wellallyTech

Oct 11

From Pixels to Gains: Building a Real-Time AI Personal Trainer with MediaPipe and TensorFlow.js 🏋️‍♂️🤖

#ai #javascript #python #react

4 min read

wellallyTech

Oct 10

Skin Health at Your Fingertips: Fine-Tuning Vision Transformers (ViT) for Real-Time Mobile Screening 🩺💻

#python #machinelearning #visiontransformer #programming

4 min read

wellallyTech

Oct 9

From Heartbeats to Health Alerts: Building an AI-Powered HRV Anomaly Detector with LSTM 💓

#python #wearables #tensorflow #datascience

4 min read

wellallyTech

Oct 8

From Lab Reports to Actionable Health Plans: Building a Multi-Agent Medical Consultation System with AutoGen and GPT-4 🩺🤖

#webdev #ai #python #healthcare

4 min read

wellallyTech

Oct 7

Beyond Thresholds: Building a Real-Time Hypoglycemia Predictor with LSTM and PyTorch 🩸🚀

#discuss #webdev #ai #python

4 min read

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Oct 6

Never Miss a Pill: Building an AI Pharmacy Agent with GPT-4 Function Calling 💊

#discuss #ai #python #opensource

4 min read

wellallyTech

Oct 5

Goodbye Bad Posture: Building a Real-Time Scoliosis Risk Assessment with MediaPipe and Three.js 🚀

#javascript #webdev #machinelearning #computervision

3 min read

wellallyTech

Oct 4

From Raw Signals to HRV Recovery Scores: Wrangling Apple HealthKit Data with Polars ⌚️🚀

#ai #python #fastapi #webdev

4 min read

wellallyTech

Oct 3

Building a "Longevity Agent": Automating Health Protocols with AutoGPT and Google Health Connect 🧬🤖

#ai #python #chatgpt #learninginpublic

4 min read

wellallyTech

Oct 2

Silencing the Noise: Using Kalman Filters to Tame Wild Wearable Sensor Data 📉⌚

#datascience #python #iot #programming

4 min read

wellallyTech

Oct 1

Mastering Metabolic Control: Building a Reinforcement Learning Agent for Closed-Loop Glucose Management 🚀

#discuss #ai #tutorial #react

4 min read

wellallyTech

Sep 30

Privacy-First AI: Running Miniaturized Vision Transformers (ViT) for Skin Lesion Segmentation Directly in Your Browser 🩺💻

#discuss #privacy #ai #react

4 min read

wellallyTech

Sep 29

Your Health Data, Your Device: Building a Privacy-First Medical Assistant with MLX and WebLLM 🚀

#ai #webgpu #webllm #machinelearning

4 min read

wellallyTech

Sep 28

Stop Sending Medical Data to the Cloud! 🛑 Build a Private Llama-3 Medical Analyst on Your Mac with Apple MLX

#discuss #ai #tutorial #opensource

4 min read

wellallyTech

Sep 27

Mastering the Quantified Self: Building a 24/7 Personal Health Dashboard with Grafana and TimescaleDB 🚀

#opensource #quantifiedself #grafana #sql

1

4 min read

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Sep 26

🥗 AI is Saving My Metabolic Health: Building a Proactive Agent with LangGraph and CGM

#openai #node #langgraph #healthtech

4 min read

wellallyTech

Sep 25

Beyond Image Recognition: Building a Precise Food Volume Estimator with Depth Anything and YOLOv8 🚀

#tutorial #python #react #opensource

4 min read

wellallyTech

Sep 24

Don't Leak Your Dreams! 😴 Master Differential Privacy for Health Data with Python

#python #machinelearning #privacy #ai

3 min read

wellallyTech

Sep 23

From Chaos to FHIR: Building an Automated Medical Data Pipeline with LLMs and LangChain 🏥💻

#dataengineering #python #healthtech #webdev

4 min read

wellallyTech

Sep 22

Goodbye CUDA, Hello MLX: Local LoRA Fine-Tuning of Bio-Mistral on your MacBook! 🚀

#ai #opensource #machinelearning #programming

3 min read

wellallyTech

Sep 21

Building a Multimodal AI Nutrition Agent: How I Used LangGraph and GPT-4o to Automate My Grocery Shopping 🥗🤖

#discuss #ai #tutorial #python

4 min read

wellallyTech

Sep 20

Stop the Slouch! Build a Privacy-First AI Posture Monitor with MediaPipe and React

#ai #tutorial #python #react

4 min read

wellallyTech

Sep 19

Beyond Black-Box AI: Building an Explainable Skin Lesion Classifier with EfficientNet-V2 and Grad-CAM 🩺🔬

#fastapi #ai #python #machinelearning

3 min read

wellallyTech

Sep 18

From Spikes to Solutions: Building a Closed-Loop Health Agent with LangGraph and CGM Data 🚀

#healthtech #ai #python #development

3 min read

wellallyTech

Sep 17

Visual-Pill-ID: Building an AI Pharmacist with GPT-4o and SAM 💊

#discuss #ai #tutorial #python

4 min read

wellallyTech

Sep 16

Medical AI in Minutes: Building a Skin Lesion Classifier with DINOv2 and Few-Shot Learning 🩺💻

#ai #machinelearning #computervision #programming

4 min read

wellallyTech

Sep 15

Mastering Vision AI: Precision Calorie Estimation with SAM and GPT-4o (No More Guesswork! 🥗)

#computervision #python #openai #machinelearning

3 min read

wellallyTech

Sep 14

Stop Guessing Your Form! Building a Hybrid Squat Correction Engine with MediaPipe & Wearable Sensors 🏋️‍♂️💻

#discuss #ai #tutorial #python

4 min read

wellallyTech

Sep 13

Stop Spiking Your Blood Sugar! Build an Autonomous Health Agent with LangGraph and Playwright 🚀

#healthydebate #ai #python #automation

3 min read

wellallyTech

Sep 12

Privacy-First Healthcare: Building a Skin Rash Classifier with Federated Learning and Flower 🌸

#ai #tutorial #python #opensource

4 min read

wellallyTech

Sep 11

Your Mac is an AI Powerhouse: Fine-tuning Mistral-7B with MLX for Ultra-Private Mental Health Support 🧠💻

#discuss #ai #python #react

4 min read

wellallyTech

Sep 10

From Pixels to Proteins: Building a Precise AI Nutrition Tracker with GPT-4o and SAM 🥑

#ai #python #machinelearning #webdev

3 min read

wellallyTech

Sep 9

Is It a Sugar Crash or a Sensor Glitch? Detect CGM Anomalies with Isolation Forest 🩸💻

#tutorial #datascience #python #machinelearning

4 min read

wellallyTech

Sep 8

Stop Guessing Your Macros: Building a Precise Calorie Estimator with SAM and GPT-4o 🥗🚀

#ai #python #machinelearning #webdev

3 min read

wellallyTech

Sep 7

From Diary to Data: Building a Zero-Knowledge Health Tracker with MLX and Llama-3 🥑🛡️

#machinelearning #reactnative #ai #programming

4 min read

wellallyTech

Sep 6

Mastering Your Recovery: Building an LSTM Model to Predict Daily Readiness Using HRV Data 🚀

#ai #python #opensource #react

4 min read

wellallyTech

Sep 5

Stop Using Generic RAG! Build a Medical-Grade Health Assistant with PubMed, pgvector, and LlamaIndex 🚀

#ai #rag #sql #python

4 min read

wellallyTech

Sep 4

Forget Vector Search: How GraphRAG Solves the Mystery of Your Family Health History 🧬

#ai #python #machinelearning #rag

3 min read

wellallyTech

Sep 3

Predicting the Spike: Building a CGM Time-Series Pipeline with PyTorch and Transformers 🩸🚀

#machinelearning #pytorch #datascience #healthtech

4 min read

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