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Beck_Moulton

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Joined Joined on  Personal website https://www.wellally.tech/ github website twitter website
Skin Health on the Edge: Porting EfficientNet to iOS with CoreML for Instant, Private Analysis
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Skin Health on the Edge: Porting EfficientNet to iOS with CoreML for Instant, Private Analysis

#ai #privacy #programming #python
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4 min read

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Bye-Bye Server Costs: Building a Real-Time AI Fitness Coach with WebLLM, WebGPU, and MediaPipe
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Bye-Bye Server Costs: Building a Real-Time AI Fitness Coach with WebLLM, WebGPU, and MediaPipe

#ai #python #opensource #react
Comments
3 min read
From "Dirty" Data to Actionable Insights: Building a Quantified Self Warehouse with DuckDB and dbt
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From "Dirty" Data to Actionable Insights: Building a Quantified Self Warehouse with DuckDB and dbt

#discuss #ai #python #opensource
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4 min read
Stop Fighting Silos: Build a Personal Health Data Lake with DuckDB and dbt
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Stop Fighting Silos: Build a Personal Health Data Lake with DuckDB and dbt

#discuss #ai #opensource #react
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4 min read
Local-First Health AI: Cleaning and Vectorizing Apple HealthKit Data with Swift and Core ML
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Local-First Health AI: Cleaning and Vectorizing Apple HealthKit Data with Swift and Core ML

#ios #swift #machinelearning #healthkit
1
Comments
4 min read
From XML Chaos to Quantified Self: Building a Lightning-Fast Apple Health Pipeline with Polars
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From XML Chaos to Quantified Self: Building a Lightning-Fast Apple Health Pipeline with Polars

#discuss #ai #python #opensource
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4 min read
Predicting the Dip: Building a Real-Time Hypoglycemia Alert System with Temporal Fusion Transformers (TFT)
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Predicting the Dip: Building a Real-Time Hypoglycemia Alert System with Temporal Fusion Transformers (TFT)

#discuss #ai #webdev #tutorial
1
Comments
4 min read
Stop Uploading Your Medical Data: Build a Private Apple Health AI with MLX and Llama-3 on your Mac
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Stop Uploading Your Medical Data: Build a Private Apple Health AI with MLX and Llama-3 on your Mac

#machinelearning #python #privacy #applesilicon
Comments 1
4 min read
100% Private Skin Screening: Building an Edge AI Vision App with WebGPU and Transformers.js
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100% Private Skin Screening: Building an Edge AI Vision App with WebGPU and Transformers.js

#discuss #ai #javascript #python
Comments 1
3 min read
Decentralized Medical AI: How to Build HIPAA-Ready Analytics with Differential Privacy
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Decentralized Medical AI: How to Build HIPAA-Ready Analytics with Differential Privacy

#ai #python #machinelearning #web3
Comments
3 min read
Stop Slouching! Build a Real-Time AI Posture Coach with MediaPipe and Electron
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Stop Slouching! Build a Real-Time AI Posture Coach with MediaPipe and Electron

#discuss #ai #devops #opensource
Comments
4 min read
Stop the Sugar Spike! Building an Autonomous CGM-Aware Diet Agent with OpenAI Function Calling
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Stop the Sugar Spike! Building an Autonomous CGM-Aware Diet Agent with OpenAI Function Calling

#javascript #openai #node #agents
Comments
3 min read
From Pixels to Prescriptions: Build an AI-Powered Med Tracker with YOLOv8 and OCR
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From Pixels to Prescriptions: Build an AI-Powered Med Tracker with YOLOv8 and OCR

#discuss #ai #programming #webdev
Comments
3 min read
From Soundwaves to Sleep Health: Building a Local AI Snoring & Apnea Detector with Whisper and TensorFlow.js
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From Soundwaves to Sleep Health: Building a Local AI Snoring & Apnea Detector with Whisper and TensorFlow.js

#opensource #webdev #machinelearning #healthtech
Comments
3 min read
Predicting the Future of Blood Sugar: Building a CGM Anomaly Predictor with LSTM & Transformers
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Predicting the Future of Blood Sugar: Building a CGM Anomaly Predictor with LSTM & Transformers

#datascience #machinelearning #healthtech #diabetestech
Comments
4 min read
Beyond Words: Building a Real-time Multimodal Stress Detector with Wav2Vec 2.0 and OpenFace
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Beyond Words: Building a Real-time Multimodal Stress Detector with Wav2Vec 2.0 and OpenFace

#ai #python #machinelearning #mentalhealth
Comments
4 min read
From Pixels to Plasma: Predicting Blood Glucose Dips with Transformers
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From Pixels to Plasma: Predicting Blood Glucose Dips with Transformers

#datascience #iot #machinelearning #healthtech
Comments
4 min read
Your Health Data Stays on Your Phone: Building a Private Health AI with Llama-3 and MLX-Swift
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Your Health Data Stays on Your Phone: Building a Private Health AI with Llama-3 and MLX-Swift

#discuss #ai #swift #opensource
Comments
3 min read
Privacy-First AI: Fine-Tuning Llama-3 on Your MacBook to Decipher 10 Years of Health Reports
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Privacy-First AI: Fine-Tuning Llama-3 on Your MacBook to Decipher 10 Years of Health Reports

#ai #webdev #machinelearning #privacy
Comments
4 min read
From Ring to Repo: Predicting Developer Fatigue Using Oura Data and Random Forest
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From Ring to Repo: Predicting Developer Fatigue Using Oura Data and Random Forest

#discuss #ai #opensource #react
Comments
3 min read
Stop Slouching! Build a Real-time AI Posture Guard with MediaPipe and Vue.js
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Stop Slouching! Build a Real-time AI Posture Guard with MediaPipe and Vue.js

#discuss #ai #javascript #python
Comments
4 min read
From Dust-Covered PDFs to AI-Powered Insights: Building a 10-Year Health RAG Pipeline
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From Dust-Covered PDFs to AI-Powered Insights: Building a 10-Year Health RAG Pipeline

#rag #ai #dataengineering #python
1
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3 min read
Medicine Safety Gatekeeper: Building a Real-Time Drug Interaction & Expiration Checker with YOLOv10
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Medicine Safety Gatekeeper: Building a Real-Time Drug Interaction & Expiration Checker with YOLOv10

#ai #python #machinelearning #computervision
Comments
3 min read
Heartbeats in Sync: Mastering Real-Time Sensor Fusion with Apache Flink and Kafka
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Heartbeats in Sync: Mastering Real-Time Sensor Fusion with Apache Flink and Kafka

#python #iot #dataengineering #apacheflink
Comments
4 min read
Quantified Self: Transform Your Medical PDFs into a Personal Health Oracle with RAG & PubMed
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Quantified Self: Transform Your Medical PDFs into a Personal Health Oracle with RAG & PubMed

#rag #openai #dataengineering #learninginpublic
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4 min read
Stop Stressing! Build a Real-Time HRV Anomaly Detector with Python and Scikit-Learn
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Stop Stressing! Build a Real-Time HRV Anomaly Detector with Python and Scikit-Learn

#fastapi #healthtech #python #machinelearning
Comments
3 min read
Beyond APIs: Building a Privacy-First Drug Interaction Tool with WebGPU and WebLLM
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Beyond APIs: Building a Privacy-First Drug Interaction Tool with WebGPU and WebLLM

#ai #react #typescript #privacy
Comments
4 min read
DIY AI Physical Therapist: Real-Time Pose Correction with React Native and MediaPipe
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DIY AI Physical Therapist: Real-Time Pose Correction with React Native and MediaPipe

#ai #react #healthtech #computervision
Comments
3 min read
Beyond the Wrist: Detecting Sickness Before It Hits with HRV Anomaly Detection and Scikit-learn
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Beyond the Wrist: Detecting Sickness Before It Hits with HRV Anomaly Detection and Scikit-learn

#datascience #machinelearning #webdev #python
Comments
4 min read
From Heartbeats to Health: Building a Transformer-based HRV Forecasting System for Overtraining Prevention
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From Heartbeats to Health: Building a Transformer-based HRV Forecasting System for Overtraining Prevention

#discuss #ai #programming #opensource
Comments
4 min read
Mastering HRV: Building a Stress Predictor with Random Forest, LSTM, and Wearable Data
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Mastering HRV: Building a Stress Predictor with Random Forest, LSTM, and Wearable Data

#discuss #ai #webdev #programming
Comments
4 min read
Stop Trusting the Black Box: Building Your Own Stress Score Engine from Raw PPG Signals
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Stop Trusting the Black Box: Building Your Own Stress Score Engine from Raw PPG Signals

#python #datascience #wearables #opensource
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4 min read
Stop Guessing! Use Causal Inference to Analyze Your Health Habits with Python and DoWhy
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Stop Guessing! Use Causal Inference to Analyze Your Health Habits with Python and DoWhy

#discuss #ai #opensource #react
Comments
4 min read
From Heartbeat to Hospital: Building a Closed-Loop Health Agent with LangGraph
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From Heartbeat to Hospital: Building a Closed-Loop Health Agent with LangGraph

#ai #python #langgraph #healthtech
Comments
3 min read
Keep Your Heart Rate to Yourself: Building Privacy-First Fitness AI with Federated Learning
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Keep Your Heart Rate to Yourself: Building Privacy-First Fitness AI with Federated Learning

#discuss #ai #learning #news
Comments 1
4 min read
Taming the Beast: Building a High-Performance ETL Pipeline for Apple Health’s Massive XML Exports
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Taming the Beast: Building a High-Performance ETL Pipeline for Apple Health’s Massive XML Exports

#discuss #ai #python #opensource
Comments
4 min read
From Zzz's to Data: Building an AI-Powered Sleep Apnea Monitor with Whisper-v3
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From Zzz's to Data: Building an AI-Powered Sleep Apnea Monitor with Whisper-v3

#opensource #machinelearning #whisper #ai
Comments
4 min read
Stop Slouching! Build an AI-Powered Posture Monitor with MediaPipe and Python
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Stop Slouching! Build an AI-Powered Posture Monitor with MediaPipe and Python

#programming #python #mediapipe #machinelearning
Comments
4 min read
ETL for Longevity: Automating Blood Test Analysis with GPT-4 and Instructor
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ETL for Longevity: Automating Blood Test Analysis with GPT-4 and Instructor

#discuss #ai #python #opensource
Comments
4 min read
Building Your "Digital Twin" Health Agent: Automate Your Life with LangGraph and Oura
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Building Your "Digital Twin" Health Agent: Automate Your Life with LangGraph and Oura

#ai #python #automation #biohacking
Comments
4 min read
From Pixels to Prescriptions: Building an AI Pharmacist with YOLOv10 and RAG
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From Pixels to Prescriptions: Building an AI Pharmacist with YOLOv10 and RAG

#ai #rag #webdev #programming
Comments
4 min read
Stop Snoring, Start Analyzing: Building a Real-time Sleep Monitor with OpenAI Whisper & Silero VAD
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Stop Snoring, Start Analyzing: Building a Real-time Sleep Monitor with OpenAI Whisper & Silero VAD

#openai #python #machinelearning #audioprocessing
Comments
4 min read
Your Data, Your Privacy: Building a Collaborative Allergy Predictor with Federated Learning
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Your Data, Your Privacy: Building a Collaborative Allergy Predictor with Federated Learning

#ai #machinelearning #privacy #healthtech
Comments
4 min read
Beyond Words: Building an AI Mental Health Monitor with HuBERT and Psycho-Acoustics
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Beyond Words: Building an AI Mental Health Monitor with HuBERT and Psycho-Acoustics

#discuss #ai #python #devops
Comments
3 min read
From Pixels to Prescriptions: Building a Smart Pill Reminder with YOLOv8 and Raspberry Pi
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From Pixels to Prescriptions: Building a Smart Pill Reminder with YOLOv8 and Raspberry Pi

#python #opensource #machinelearning #raspberrypi
Comments
3 min read
Stop Guessing Your Calories: Building a Real-Time Multimodal Nutrition Engine with GPT-4o Vision
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Stop Guessing Your Calories: Building a Real-Time Multimodal Nutrition Engine with GPT-4o Vision

#ai #python #machinelearning #streamlit
Comments
4 min read
Building an AI Pharmacist: Detecting Drug-Drug Interactions with RAG and OCR
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Building an AI Pharmacist: Detecting Drug-Drug Interactions with RAG and OCR

#ai #python #rag #automation
Comments
3 min read
Stop Fighting Your Fitness Data: Build a Serverless Warehouse with DuckDB and dbt
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Stop Fighting Your Fitness Data: Build a Serverless Warehouse with DuckDB and dbt

#discuss #ai #devops #opensource
Comments
3 min read
Unlocking High-Performance Health Tech: Building a Real-Time HRV Anomaly Engine with Rust and WebAssembly
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Unlocking High-Performance Health Tech: Building a Real-Time HRV Anomaly Engine with Rust and WebAssembly

#rust #programming #swift #webassembly
Comments
4 min read
Stop Guessing Calories: Build a Multimodal Food Estimation Pipeline with GPT-4o & SAM
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Stop Guessing Calories: Build a Multimodal Food Estimation Pipeline with GPT-4o & SAM

#discuss #ai #python #opensource
Comments
4 min read
From CGM Alerts to Automated Grocery Shopping: Building an Autonomous Nutritionist Agent with Browser-use and LangChain
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From CGM Alerts to Automated Grocery Shopping: Building an Autonomous Nutritionist Agent with Browser-use and LangChain

#ai #python #automation #gpt3
Comments
4 min read
From Pixels to Proteins: Building a Real-Time Dietary Analyzer with GPT-4o & Pydantic
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From Pixels to Proteins: Building a Real-Time Dietary Analyzer with GPT-4o & Pydantic

#fastapi #python #openai #machinelearning
Comments
3 min read
Snoring Secrets: Fine-Tuning Whisper-v3 to Identify Sleep Apnea Events Like a Pro
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Snoring Secrets: Fine-Tuning Whisper-v3 to Identify Sleep Apnea Events Like a Pro

#opensource #whisper #machinelearning #python
Comments
4 min read
From Soundwaves to Self-Care: Building an Early Depression Screening System with Wav2Vec 2.0
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From Soundwaves to Self-Care: Building an Early Depression Screening System with Wav2Vec 2.0

#ai #python #machinelearning #fastapi
Comments
4 min read
From Raw Data to Private Insights: Mastering Differential Privacy for Health Datasets
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From Raw Data to Private Insights: Mastering Differential Privacy for Health Datasets

#datascience #privacy #python #opensource
Comments
4 min read
Snap & Eat: Building a Real-time Calorie Tracker with GPT-4o and YOLOv10
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Snap & Eat: Building a Real-time Calorie Tracker with GPT-4o and YOLOv10

#ai #python #react #machinelearning
Comments
3 min read
Stop Slouching! Build a Real-Time Spine Posture Monitor using MediaPipe and Python
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Stop Slouching! Build a Real-Time Spine Posture Monitor using MediaPipe and Python

#python #machinelearning #computervision #mediapipe
Comments
3 min read
Quantified Self: Turn Your Massive Apple Health XML into a Lightning-Fast DuckDB Database
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Quantified Self: Turn Your Massive Apple Health XML into a Lightning-Fast DuckDB Database

#dataengineering #quantifiedself #python #apachearrow
Comments
3 min read
Fix Your Posture with AI: Building a Real-time Spine Monitor in the Browser
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Fix Your Posture with AI: Building a Real-time Spine Monitor in the Browser

#discuss #ai #python #opensource
Comments
4 min read
Forget Rigid Calendars: Using LangChain and Fitbit to Build a Burnout-Proof Schedule
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Forget Rigid Calendars: Using LangChain and Fitbit to Build a Burnout-Proof Schedule

#ai #webdev #python #productivity
Comments
4 min read
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