Beck_Moulton - DEV Community

Beck_Moulton

Nov 15

Skin Cancer Screening on a $10 Chip? Building a Real-time Edge AI System with TensorFlow Lite Micro

#machinelearning #tensorflow #ai #embeddedsystems

4 min read

Beck_Moulton

Nov 14

Quantified Self: How I Built a "God-Mode" Health Dashboard with InfluxDB and Grafana

#opensource #dataengineering #quantifiedself #python

3 min read

Beck_Moulton

Nov 13

Stop the Spikes: Building a Real-Time CGM AI Agent for Proactive Health Intervention

#discuss #ai #beginners #productivity

3 min read

Beck_Moulton

Nov 12

Beyond Smartwatches: Building a Multi-Agent AI System for Real-Time Chronic Disease Management

#ai #software #python #healthtech

4 min read

Beck_Moulton

Nov 11

AI Physical Therapist: How to Build Real-Time Pose Correction in Your Browser with MediaPipe

#ai #webdev #machinelearning #vue

4 min read

Beck_Moulton

Nov 10

Zero-Leak AI: Building a Private Health Intelligence System on MacBook with Llama-3 and MLX

#ai #privacy #python #machinelearning

3 min read

Beck_Moulton

Nov 9

Your House is Watching Your Heart: Building a Biometric-Driven Autonomous Health Agent

#ai #automation #nodered #iot

4 min read

Beck_Moulton

Nov 8

Stop Sending Health Data to the Cloud: Build a Fully Offline Android Medical Assistant with MediaPipe

#androiddev #machinelearning #mediapipe #ai

4 min read

Beck_Moulton

Nov 7

Your Mac, Your Data: Local EMR Processing with Llama-3 and MLX

#python #machinelearning #privacy #healthtech

4 min read

Beck_Moulton

Nov 6

Quantified Self 2.0: Build Your Own Personal Health Data Lake with DuckDB and Apache Superset

#ai #python #devops #opensource

4 min read

Beck_Moulton

Nov 5

Cracking the Glucose Code: Predicting Post-Meal Spikes with Transformers and PyTorch

#developer #cgm #datascience #machinelearning

4 min read

Beck_Moulton

Nov 4

Goodbye Cloud! Build a Privacy-First Medical Summarizer with WebLLM, WebGPU, and React

#discuss #ai #react #security

4 min read

Beck_Moulton

Nov 3

DIY Sleep Apnea Guardian: Fine-tuning Whisper.cpp for Edge Audio Analysis

#openai #raspberrypi #machinelearning #python

4 min read

Beck_Moulton

Nov 2

From Chaos to Clarity: Building a Personalized "Quantified Self" Dashboard with dbt and Superset

#sql #analytics #dataengineering #airflow

3 min read

Beck_Moulton

Nov 1

Skin Lesion Screening at the Edge: Real-Time Detection with MobileNetV3 and TFLite

#mobile #tensorflow #ai #machinelearning

3 min read

Beck_Moulton

Oct 31

Decoding Stress: Building an HRV Anomaly Detector with VAE and InfluxDB

#python #machinelearning #dataengineering #wearables

4 min read

Beck_Moulton

Oct 30

Stop Misreading Labels: Building a Vision-Powered Prescription Assistant with SAM and LangChain

#discuss #ai #webdev #devops

4 min read

Beck_Moulton

Oct 29

Your Mac is Your Therapist: Finetuning a Personal Emotion LLM on M3 using MLX & LoRA

#machinelearning #mistral #ai #applesilicon

4 min read

Beck_Moulton

Oct 28

From Spikes to Solutions: Building a Closed-Loop Health Agent with LangGraph and Dexcom API

#ai #webdev #python #biohacking

4 min read

Beck_Moulton

Oct 27

Your Browser, Your Secrets: Building a Fully Local Mental Health AI with Llama-3 and WebLLM

#react #ai #privacy #llama3

4 min read

Beck_Moulton

Oct 26

Hack Your Deep Sleep: Building a Self-Optimizing Bedroom with Oura Ring and Home Assistant

#discuss #ai #productivity #security

4 min read

Beck_Moulton

Oct 25

Your Mac is a Private Clinic: Local EHR Analysis with Llama-3 and Apple MLX

#ai #python #devops #opensource

4 min read

Beck_Moulton

Oct 24

From Heartbeats to Insights: Real-time HRV Anomaly Detection with PyTorch Lightning & Transformers

#discuss #webdev #ai #react

4 min read

Beck_Moulton

Oct 23

From Zzzs to Data: Building an AI-Powered Sleep Snoring Monitor for OSA Risk Screening

#python #machinelearning #whisper #audioprocessing

4 min read

Beck_Moulton

Oct 22

AI-Powered Smart Pillbox: Deploying TinyML on ESP32-CAM with TensorFlow Lite Micro

#programming #tensorflow #ai #computervision

3 min read

Beck_Moulton

Oct 21

Personal Med-Graph: Building Your Health Oracle with Qdrant and LlamaIndex

#ai #webdev #programming #beginners

4 min read

Beck_Moulton

Oct 20

DeepSnore: Detect Sleep Apnea Like a Pro Using Whisper and Librosa

#discuss #ai #devops #opensource

4 min read

Beck_Moulton

Oct 19

Quantified Self: How I Handled 100GB of Messy Biosensor Data with Polars and Dask

#python #dataengineering #machinelearning #polars

4 min read

Beck_Moulton

Oct 18

From Paper to Insights: Build Your Own Private Medical RAG with Pinecone, Ollama, and PaddleOCR

#ai #webdev #python #devops

4 min read

Beck_Moulton

Oct 17

Beyond Transcripts: Building an AI-Powered Empathy Engine for Mental Health

#openai #deepgram #mentalhealth #python

3 min read

Beck_Moulton

Oct 16

Building Your Personal Medical Data Lake: Mining 10 Years of Health Records with RAG

#ai #dataengineering #rag #python

3 min read

Beck_Moulton

Oct 15

From Pixels to Calories: Building an AI Nutritionist with GPT-4o and Segment Anything (SAM)

#fastapi #openai #machinelearning #python

3 min read

Beck_Moulton

Oct 14

Stop Leaking Medical Data: Building Privacy-Preserving Health Models with Federated Learning and Flower

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Oct 13

Beyond Vector Search: Building a Medical GraphRAG with Neo4j and LlamaIndex

#ai #python #machinelearning #healthtech

3 min read

Beck_Moulton

Oct 12

Stop Guessing Your Pills: Building a Real-Time Zero-Shot Drug Identification System with CLIP and Vector Search

#ai #python #machinelearning #react

4 min read

Beck_Moulton

Oct 11

Your Data, Your Device: Building a Privacy-First Heart Health AI with Federated Learning and Flower

#machinelearning #privacy #python #top7

4 min read

Beck_Moulton

Oct 10

Stop Guessing Your Macros: Building an Autonomous Diet Agent with LangGraph and Oura Ring

#openai #python #learninginpublic #langgraph

3 min read

Beck_Moulton

Oct 9

From Heartbeats to Burnout: Building an LSTM-Powered Stress Early Warning System with PyTorch

#datascience #webdev #machinelearning #pytorch

4 min read

Beck_Moulton

Oct 8

Stop Guessing Your Health Stats: Building a Local Medical RAG System with Pinecone & LangChain

#ai #python #machinelearning #dataengineering

4 min read

Beck_Moulton

Oct 7

Voice of the Soul: Building a Mental Health Tracker with Speech Emotion Recognition (SER) and Wav2Vec 2.0

#ai #python #mentalhealth #developer

4 min read

Beck_Moulton

Oct 6

Bye-bye Cloud!Build a 100% Local AI Medical Report Parser with Llama-3 and WebLLM

#javascript #webgpu #webllm #privacy

4 min read

Beck_Moulton

Oct 5

Skin Health on the Edge: Porting EfficientNet to iOS with CoreML for Instant, Private Analysis

#ai #privacy #programming #python

4 min read

Beck_Moulton

Oct 4

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

#ai #python #opensource #react

3 min read

Beck_Moulton

Oct 3

From "Dirty" Data to Actionable Insights: Building a Quantified Self Warehouse with DuckDB and dbt

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Oct 2

Stop Fighting Silos: Build a Personal Health Data Lake with DuckDB and dbt

#discuss #ai #opensource #react

4 min read

Beck_Moulton

Oct 1

Local-First Health AI: Cleaning and Vectorizing Apple HealthKit Data with Swift and Core ML

#ios #swift #machinelearning #healthkit

1

4 min read

Beck_Moulton

Sep 30

From XML Chaos to Quantified Self: Building a Lightning-Fast Apple Health Pipeline with Polars

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Sep 29

Predicting the Dip: Building a Real-Time Hypoglycemia Alert System with Temporal Fusion Transformers (TFT)

#discuss #ai #webdev #tutorial

1

4 min read

Beck_Moulton

Sep 28

Stop Uploading Your Medical Data: Build a Private Apple Health AI with MLX and Llama-3 on your Mac

#machinelearning #python #privacy #applesilicon

1

4 min read

Beck_Moulton

Sep 27

100% Private Skin Screening: Building an Edge AI Vision App with WebGPU and Transformers.js

#discuss #ai #javascript #python

1

3 min read

Beck_Moulton

Sep 26

Decentralized Medical AI: How to Build HIPAA-Ready Analytics with Differential Privacy

#ai #python #machinelearning #web3

3 min read

Beck_Moulton

Sep 25

Stop Slouching! Build a Real-Time AI Posture Coach with MediaPipe and Electron

#discuss #ai #devops #opensource

4 min read

Beck_Moulton

Sep 24

Stop the Sugar Spike! Building an Autonomous CGM-Aware Diet Agent with OpenAI Function Calling

#javascript #openai #node #agents

3 min read

Beck_Moulton

Sep 23

From Pixels to Prescriptions: Build an AI-Powered Med Tracker with YOLOv8 and OCR

#discuss #ai #programming #webdev

3 min read

Beck_Moulton

Sep 22

From Soundwaves to Sleep Health: Building a Local AI Snoring & Apnea Detector with Whisper and TensorFlow.js

#opensource #webdev #machinelearning #healthtech

3 min read

Beck_Moulton

Sep 21

Predicting the Future of Blood Sugar: Building a CGM Anomaly Predictor with LSTM & Transformers

#datascience #machinelearning #healthtech #diabetestech

4 min read

Beck_Moulton

Sep 20

Beyond Words: Building a Real-time Multimodal Stress Detector with Wav2Vec 2.0 and OpenFace

#ai #python #machinelearning #mentalhealth

4 min read

Beck_Moulton

Sep 19

From Pixels to Plasma: Predicting Blood Glucose Dips with Transformers

#datascience #iot #machinelearning #healthtech

4 min read

Beck_Moulton

Sep 18

Your Health Data Stays on Your Phone: Building a Private Health AI with Llama-3 and MLX-Swift

#discuss #ai #swift #opensource

3 min read

Beck_Moulton

Sep 17

Privacy-First AI: Fine-Tuning Llama-3 on Your MacBook to Decipher 10 Years of Health Reports

#ai #webdev #machinelearning #privacy

4 min read

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