Beck_Moulton - DEV Community

Beck_Moulton

Aug 3

From Raw Health Data to AI Insights: Building a "Quantified Self" RAG with Apple HealthKit and Pinecone

#rag #pinecone #dataengineering #quantifiedself

3 min read

Beck_Moulton

Aug 2

Stop Leaking PII! Local Data Masking with Transformers.js and WASM

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Aug 1

The Ultimate Quantified Self: Building a Private Health Knowledge Base with RAG (PKM for Health)

#rag #opensource #dataengineering #python

3 min read

Beck_Moulton

Jul 31

Quantified Self: Stop Waiting for Excel! Build a High-Performance Biometric Dashboard with DuckDB & Apache Superset

#discuss #ai #python #opensource

1

4 min read

Beck_Moulton

Jul 30

Whisper on the Edge: Building a Privacy-First AI Sleep Apnea Monitor

#python #machinelearning #whisper #cpp

4 min read

Beck_Moulton

Jul 29

From Burnout to Balance: Building an AI Overtraining Detector with HRV and Isolation Forest

#discuss #ai #opensource #learning

4 min read

Beck_Moulton

Jul 28

I Vectorized 10 Years of My Apple Health Data: Building a Quantified Self RAG with DuckDB and LlamaIndex

#discuss #ai #devops #opensource

4 min read

Beck_Moulton

Jul 27

Talk to Your DNA: Building a Genomic RAG Pipeline with LlamaIndex and ClinVar

#discuss #ai #opensource #react

4 min read

Beck_Moulton

Jul 26

AI-Powered Calorie Counting: Mastering GPT-4o Vision and SAM for Automated Nutrition Tracking

#discuss #ai #opensource #security

4 min read

Beck_Moulton

Jul 25

Stop Guessing Your Macros: Building an Autonomous AI Health Agent with AutoGen and HealthKit

#discuss #ai #devops #opensource

4 min read

Beck_Moulton

Jul 24

Privacy-First Health: Running Llama-3 Locally on iPhone with MLX-Swift

#ios #swift #development #ai

4 min read

Beck_Moulton

Jul 23

Building a Medical-Grade RAG: Combining PubMed & Personal Lab Reports for Precise Diagnostics

#ai #python #machinelearning #rag

4 min read

Beck_Moulton

Jul 22

Quantified Self: Building a Pro-Level Health Dashboard with InfluxDB and Grafana

#dataengineering #quantifiedself #python #healthtech

1

3 min read

Beck_Moulton

Jul 21

From Lab Results to Appointments: Building an Autonomous AI Physician Assistant with AutoGPT

#openai #webdev #python #automation

4 min read

Beck_Moulton

Jul 20

AI Sleep Coach: Build a Multi-Agent System to Master Your Circadian Rhythm with CrewAI

#discuss #ai #tutorial #opensource

4 min read

Beck_Moulton

Jul 19

Your Secrets Stay on Your GPU: Building a Private, Local Mental Health AI with WebLLM and React

#discuss #ai #react #machinelearning

4 min read

Beck_Moulton

Jul 18

Stop Guessing Your Burnout: Building a Transformer-based HRV Anomaly Engine

#discuss #ai #opensource #security

4 min read

Beck_Moulton

Jul 17

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

4 min read

Beck_Moulton

Jul 16

Beyond Zzz’s: Build a Local Sleep Snoring Monitor using Faster-Whisper and VAD

#discuss #ai #opensource #security

3 min read

Beck_Moulton

Jul 15

Predicting the Future of Your Blood Sugar: Building a CGM Spike Alert System with Temporal Fusion Transformers (TFT)

#machinelearning #healthtech #python #cgm

4 min read

Beck_Moulton

Jul 14

Building an Autonomous Dietitian: Automating Your Nutrition with LangGraph, ReAct, and Oura Ring

#ai #automation #python #langgraph

4 min read

Beck_Moulton

Jul 13

Shielding Your Sleep: Mastering Differential Privacy for Health Apps with Google’s DP Library

#discuss #ai #beginners #python

4 min read

Beck_Moulton

Jul 12

Privacy First: Run Your Own Health Assistant LLM Entirely in the Browser (No Backend Required!)

#webgpu #ai #react #webllm

4 min read

Beck_Moulton

Jul 11

Quantified Self 2.0: Stop Guessing Your Health History—Build a Personal Medical Vector Database

#rag #dataengineering #python #vectordatabase

4 min read

Beck_Moulton

Jul 10

From Beats to Burnout: Real-Time Stress Detection using HRV and Machine Learning

#iot #python #machinelearning #ai

3 min read

Beck_Moulton

Jul 9

Crushing 5GB of XML: Building a Blazing Fast Apple Health Parser with Rust and ClickHouse

#discuss #ai #opensource #security

4 min read

Beck_Moulton

Jul 8

Stop Digging Through PDFs: Build a FHIR-Standard EHR Knowledge Base with RAG

#openai #rag #python #dataengineering

4 min read

Beck_Moulton

Jul 7

Build Your Personal Bio-Metric Knowledge Graph: Integrating Obsidian, Neo4j, and RAG for the Ultimate Digital Twin

#rag #ai #obsidian #neo4j

4 min read

Beck_Moulton

Jul 6

Building a 'Chief Health Officer' with LangGraph: Automatically Filter Your Food Delivery Based on Real-Time Blood Sugar

#automation #ai #healthtech #python

4 min read

Beck_Moulton

Jul 5

Stop Overtraining: Build an AI Agent to Auto-Sync Your Fitness Plan with Your Heart Rate (LangGraph + Notion)

#ai #fastapi #langgraph #python

4 min read

Beck_Moulton

Jul 4

Fix Your "Developer Slouch": Building a Real-time AI Posture Monitor with MediaPipe and Electron

#ai #webdev #javascript #healthtech

3 min read

Beck_Moulton

Jul 3

Bye-bye Latency! Building a Private Skin-Lesion Screening AI Using WebLLM and WebGPU

#react #ai #privacy #machinelearning

4 min read

Beck_Moulton

Jul 2

Stop Manually Booking Appointments: Building an Autonomous AI Health Agent with Playwright and GPT-4o

#python #automation #openai #playwright

3 min read

Beck_Moulton

Jul 1

High-Performance Health Data Integration: Scaling Apple HealthKit & Google Health Connect with Go and FHIR

#webdev #ai #devops #programming

4 min read

Beck_Moulton

Jun 30

Stop Slouching! Build an AI-Powered Posture Monitor with MediaPipe and Electron

#ai #devops #react #opensource

3 min read

Beck_Moulton

Jun 29

Real-Time Arrhythmia Detection at the Edge: Deploying TinyML on ESP32 for Raw ECG Analysis

#discuss #ai #react #opensource

4 min read

Beck_Moulton

Jun 28

Local-First Health: Running Llama-3 on iOS with MLX Swift for 100% Private Diagnostics

#ios #swift #machinelearning #privacy

4 min read

Beck_Moulton

Jun 27

Mastering the "Quantified Self": Building a Blazing-Fast Heart Rate Dashboard with DuckDB and Streamlit

#discuss #ai #python #tutorial

4 min read

Beck_Moulton

Jun 26

Don't Ignore the Snore: Building a Sleep Apnea Detection Pipeline with Whisper and Librosa

#machinelearning #openai #webdev #python

4 min read

Beck_Moulton

Jun 25

Unlocking Private Health Insights: Fine-Tuning Llama-3 on Mac Studio with Apple MLX and LoRA

#ai #machinelearning #applesilicon #healthtech

4 min read

Beck_Moulton

Jun 24

Mastering Metabolic Health: Predicting Blood Glucose Spikes with TCN and PyTorch Lightning

#machinelearning #wearables #datascience #python

4 min read

Beck_Moulton

Jun 23

Forget the Cloud: Building a Privacy-First AI Health Coach with Llama-3 and MLC-LLM on Your iPhone

#ios #machinelearning #react #ai

4 min read

Beck_Moulton

Jun 22

Predicting Your Burnout: Building an HRV Stress Tracker with TCNs and Oura Ring Data

#datascience #timeseries #machinelearning #tensorflow

4 min read

Beck_Moulton

Jun 21

Precision Medicine RAG: Building a Clinical Trial Search Engine with Hybrid Search and BGE-M3

#discuss #ai #python #deeplearning

4 min read

Beck_Moulton

Jun 20

Privacy First: Build Your Own Local Mental Health Assistant with Llama 3 and Apple MLX

#llama3 #ai #python #privacy

4 min read

Beck_Moulton

Jun 19

Clean Heartbeats: Mastering PPG Denoising with Butterworth Filters and Adaptive Thresholding

#discuss #webdev #ai #automation

1

4 min read

Beck_Moulton

Jun 18

From Pixels to Proteins: Building a Precise Dietary Analysis System with GPT-4o and SAM

#fastapi #openai #webdev #python

3 min read

Beck_Moulton

Jun 17

Coding Burnout is Real: Build a Stress Warning Dashboard with Oura Ring & GitHub

#webdev #ai #productivity #opensource

4 min read

Beck_Moulton

Jun 16

Revolutionizing Dermatology: Building an Offline Skin Lesion Segmenter with Med-SAM and CoreML

#webdev #ai #devops #security

4 min read

Beck_Moulton

Jun 15

Automate Your Healthcare: Building an AI Agent to Book Doctor Appointments and Archive Lab Reports

#ai #python #react #tutorial

4 min read

Beck_Moulton

Jun 14

Stop Guessing Your Meds: Building a Multimodal RAG Assistant with LLaVA and ChromaDB

#discuss #ai #tutorial #opensource

1

4 min read

Beck_Moulton

Jun 13

Build an Autonomous Health Agent: Syncing Apple HealthKit to Notion with OpenAI Function Calling

#openai #automation #node #healthtech

4 min read

Beck_Moulton

Jun 12

Build Your Own AI Medical Assistant: Automating Health Report Analysis with AutoGPT & OpenAI

#openai #python #developer #autogpt

1

3 min read

Beck_Moulton

Jun 11

Zero Data Leakage: Running Llama-3 Locally on iPhone with MLX-Swift for Ultra-Private Health Logs

#discuss #ai #webdev #swift

4 min read

Beck_Moulton

Jun 10

Stop Guessing Your Meds: Building a Multi-Drug Conflict Scanner with GPT-4o & FDA API

#discuss #api #ai #webdev

3 min read

Beck_Moulton

Jun 9

Building Your "Longevity Knowledge Graph": Stop Ignoring 10 Years of Health Reports with GraphRAG and Neo4j

#discuss #ai #rag #opensource

4 min read

Beck_Moulton

Jun 8

From Spikes to Insights: Mastering CGM Glucose Prediction with Transformers and PyTorch

#python #machinelearning #timeseries #pytorch

4 min read

Beck_Moulton

Jun 7

How to Chat with 10 Years of Your Own Medical Records: A Quantified-Self RAG Tutorial

#rag #ai #python #quantifiedself

4 min read

Beck_Moulton

Jun 6

Build Your Own "Longevity Scientist": A Paper-to-Action Agent using LangGraph & Mistral-7B

#machinelearning #python #biohacking #langchain

3 min read

Beck_Moulton

Jun 5

From Blood Tests to Meal Plans: Building a Self-Correcting Health Agent with LangGraph

#ai #python #react #opensource

1

4 min read

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