Beck_Moulton - DEV Community

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

Beck_Moulton

Jun 4

Curing LLM Hallucinations: Building a Production-Grade Medical RAG with PubMed and Hybrid Search

#ai #python #vectordatabase #dataengineering

4 min read

Beck_Moulton

Jun 3

Beyond the Cloud: Building an Ultra-Fast Skin Lesion Screener with MobileNetV3 and TensorFlow Lite

#android #machinelearning #ai #tensorflow

4 min read

Beck_Moulton

Jun 2

Turn Your Bedroom into a Sleep Lab: Building an AI-Powered Sleep Apnea Screener with Whisper & FFT

#fastapi #healthtech #openai #machinelearning

4 min read

Beck_Moulton

Jun 1

Your DNA is Nobody’s Business: Building Private Health Agents with AWS Nitro Enclaves and XGBoost

#ai #aws #privacy #machinelearning

3 min read

Beck_Moulton

May 31

Curing LLM Hallucinations: Building a Production-Grade Medical RAG with PubMed and Hybrid Search

#machinelearning #rag #dataengineering #python

4 min read

Beck_Moulton

May 30

From Messy Data to a Health Digital Twin: Building a Multimodal RAG Pipeline with Unstructured.io & LlamaIndex

#rag #dataengineering #python #healthtech

3 min read

Beck_Moulton

May 29

From Pixels to Proteins: Building a Real-Time AI Nutritionist with GPT-4o-Vision and Pinecone

#programming #ai #devops #opensource

4 min read

Beck_Moulton

May 28

From Pixels to Pills: Building an Automated Medication Safety Checker with GPT-4o Vision and Neo4j

#ai #python #machinelearning #gpt4o

3 min read

Beck_Moulton

May 27

Beyond Vector Search: How to Build a Medical-Grade GraphRAG to Crush LLM Hallucinations

#discuss #rag #ai #machinelearning

4 min read

Beck_Moulton

May 26

Predicting Blood Glucose Fluctuations: Building a Transformer-based CGM Forecaster with PyTorch & InfluxDB

#ai #security #react #opensource

4 min read

Beck_Moulton

May 25

Can Your Voice Reveal Depression? Building an Affective Computing Engine with Wav2Vec 2.0 and FastAPI

#fastapi #ai #security #react

4 min read

Beck_Moulton

May 24

Your Users’ Health Data is Not Your Asset—It’s a Liability. Here’s How to Fix It.

#ai #security #swift #privacy

4 min read

Beck_Moulton

May 23

From Pixels to Prescriptions: Building an Autonomous Healthcare Booking Agent with LangGraph

#openai #automation #webdev #python

4 min read

Beck_Moulton

May 22

Decoding Depression: Building an Affective Computing System with Wav2Vec 2.0 and TensorFlow

#discuss #ai #react #opensource

4 min read

Beck_Moulton

May 21

Snoring is More Than Just Noise: Build a Sleep Apnea (OSA) Screening Engine with Whisper + Librosa

#discuss #ai #opensource #machinelearning

4 min read

Beck_Moulton

May 20

From 10GB XML Hell to AI Heaven: Building a Personal Health RAG with LlamaIndex & DuckDB

#ai #python #tutorial #opensource

4 min read

Beck_Moulton

May 19

Real-time Skin Lesion Segmentation on iPhone: Mastering MobileNetV4 and CoreML for On-Device Vision

#ios #machinelearning #swift #computervision

3 min read

Beck_Moulton

May 18

Stop Guessing Your Macros: Build a Visual Diet Tracker with GPT-4o and Computer Vision

#discuss #webdev #ai #opensource

4 min read

Beck_Moulton

May 17

Llama-3 in Your Pocket: Building a Privacy-First AI Health Journal with MLX Swift

#ios #machinelearning #swift #ai

4 min read

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