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Beck_Moulton

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Joined Joined on  Personal website https://www.wellally.tech/ github website twitter website
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
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3 min read

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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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4 min read
Don't Touch My Data! Privacy-First Health Monitoring with Federated Learning and Flower
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Don't Touch My Data! Privacy-First Health Monitoring with Federated Learning and Flower

#discuss #ai #webdev #python
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4 min read
From Snoring to Science: Fine-Tuning OpenAI Whisper for Sleep Apnea (OSA) Screening
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From Snoring to Science: Fine-Tuning OpenAI Whisper for Sleep Apnea (OSA) Screening

#openai #python #machinelearning #programming
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4 min read
Stop Sending Your Health Data to the Cloud: Build a Private AI Health Assistant with Llama-3 and MLX
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Stop Sending Your Health Data to the Cloud: Build a Private AI Health Assistant with Llama-3 and MLX

#ai #python #machinelearning #privacy
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4 min read
From Raw Health Data to AI Insights: Building a "Quantified Self" RAG with Apple HealthKit and Pinecone
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From Raw Health Data to AI Insights: Building a "Quantified Self" RAG with Apple HealthKit and Pinecone

#rag #pinecone #dataengineering #quantifiedself
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3 min read
Stop Leaking PII! Local Data Masking with Transformers.js and WASM
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Stop Leaking PII! Local Data Masking with Transformers.js and WASM

#discuss #ai #python #opensource
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4 min read
The Ultimate Quantified Self: Building a Private Health Knowledge Base with RAG (PKM for Health)
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The Ultimate Quantified Self: Building a Private Health Knowledge Base with RAG (PKM for Health)

#rag #opensource #dataengineering #python
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3 min read
Quantified Self: Stop Waiting for Excel! Build a High-Performance Biometric Dashboard with DuckDB & Apache Superset
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Quantified Self: Stop Waiting for Excel! Build a High-Performance Biometric Dashboard with DuckDB & Apache Superset

#discuss #ai #python #opensource
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4 min read
Whisper on the Edge: Building a Privacy-First AI Sleep Apnea Monitor
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Whisper on the Edge: Building a Privacy-First AI Sleep Apnea Monitor

#python #machinelearning #whisper #cpp
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4 min read
From Burnout to Balance: Building an AI Overtraining Detector with HRV and Isolation Forest
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From Burnout to Balance: Building an AI Overtraining Detector with HRV and Isolation Forest

#discuss #ai #opensource #learning
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4 min read
I Vectorized 10 Years of My Apple Health Data: Building a Quantified Self RAG with DuckDB and LlamaIndex
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I Vectorized 10 Years of My Apple Health Data: Building a Quantified Self RAG with DuckDB and LlamaIndex

#discuss #ai #devops #opensource
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4 min read
Talk to Your DNA: Building a Genomic RAG Pipeline with LlamaIndex and ClinVar
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Talk to Your DNA: Building a Genomic RAG Pipeline with LlamaIndex and ClinVar

#discuss #ai #opensource #react
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4 min read
AI-Powered Calorie Counting: Mastering GPT-4o Vision and SAM for Automated Nutrition Tracking
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AI-Powered Calorie Counting: Mastering GPT-4o Vision and SAM for Automated Nutrition Tracking

#discuss #ai #opensource #security
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4 min read
Stop Guessing Your Macros: Building an Autonomous AI Health Agent with AutoGen and HealthKit
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Stop Guessing Your Macros: Building an Autonomous AI Health Agent with AutoGen and HealthKit

#discuss #ai #devops #opensource
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4 min read
Privacy-First Health: Running Llama-3 Locally on iPhone with MLX-Swift
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Privacy-First Health: Running Llama-3 Locally on iPhone with MLX-Swift

#ios #swift #development #ai
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4 min read
Building a Medical-Grade RAG: Combining PubMed & Personal Lab Reports for Precise Diagnostics
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Building a Medical-Grade RAG: Combining PubMed & Personal Lab Reports for Precise Diagnostics

#ai #python #machinelearning #rag
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4 min read
Quantified Self: Building a Pro-Level Health Dashboard with InfluxDB and Grafana
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Quantified Self: Building a Pro-Level Health Dashboard with InfluxDB and Grafana

#dataengineering #quantifiedself #python #healthtech
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3 min read
From Lab Results to Appointments: Building an Autonomous AI Physician Assistant with AutoGPT
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From Lab Results to Appointments: Building an Autonomous AI Physician Assistant with AutoGPT

#openai #webdev #python #automation
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4 min read
AI Sleep Coach: Build a Multi-Agent System to Master Your Circadian Rhythm with CrewAI
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AI Sleep Coach: Build a Multi-Agent System to Master Your Circadian Rhythm with CrewAI

#discuss #ai #tutorial #opensource
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4 min read
Your Secrets Stay on Your GPU: Building a Private, Local Mental Health AI with WebLLM and React
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Your Secrets Stay on Your GPU: Building a Private, Local Mental Health AI with WebLLM and React

#discuss #ai #react #machinelearning
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4 min read
Stop Guessing Your Burnout: Building a Transformer-based HRV Anomaly Engine
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Stop Guessing Your Burnout: Building a Transformer-based HRV Anomaly Engine

#discuss #ai #opensource #security
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4 min read
Stop Sending Your Snores to the Cloud: Build a Privacy-First Sleep Guardian with Whisper-tiny and TCN on Raspberry Pi
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Stop Sending Your Snores to the Cloud: Build a Privacy-First Sleep Guardian with Whisper-tiny and TCN on Raspberry Pi

#machinelearning #whisper #privacy #ai
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4 min read
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