Beck_Moulton - DEV Community

Beck_Moulton

Apr 21

From ZZZs to Data: Building a Deep Learning Snore Analyzer for Sleep Apnea Risk using Whisper and CNNs

#programming #ai #python #machinelearning

4 min read

Beck_Moulton

Apr 20

Stop Fighting Your Biology: Build a "Bio-Agent" with LangGraph to Sync Your Sleep with Your Calendar

#automation #ai #python #productivity

3 min read

Beck_Moulton

Apr 19

Privacy-First: Building a 100% Local AI Medication Assistant with WebLLM and WebGPU

#discuss #ai #python #security

3 min read

Beck_Moulton

Apr 18

Pulse Check: Real-time Arrhythmia Detection with Isolation Forest and InfluxDB

#machinelearning #python #datascience #iot

4 min read

Beck_Moulton

Apr 17

Turn Your Old Phone into a Lifesaver: Edge AI Sleep Apnea Detection with Whisper.cpp & CNNs

#javascript #machinelearning #openai #webassembly

3 min read

Beck_Moulton

Apr 16

Sleep-Whisperer: Detecting Sleep Apnea with Fine-tuned Whisper and FFT Analysis

#ai #machinelearning #whisper #programming

4 min read

Beck_Moulton

Apr 15

From Bloated XML to AI-Powered Insights: Parsing 1B+ Apple Health Data Points with Rust & DuckDB

#discuss #ai #python #react

4 min read

Beck_Moulton

Apr 14

Biohackers-RAG: Stop Guessing Your Supplements! Build an Explainable Health Graph with Neo4j & PubMed

#ai #rag #neo4j #biohacking

3 min read

Beck_Moulton

Apr 13

From Sensors to Seconds: Building a Real-Time CGM Glucose Spike Alert System with Apache Flink

#opensource #dataengineering #kafka #healthtech

4 min read

Beck_Moulton

Apr 12

From Snore to Score: Build a Real-Time Sleep Apnea Detector with Faster-Whisper and FFT

#discuss #whisper #ai #react

4 min read

Beck_Moulton

Apr 11

Quantified Self 2.0: Build a High-Performance Health Data Lake with DuckDB, Airflow, and Grafana

#python #airflow #dataengineering #quantifiedself

1

4 min read

Beck_Moulton

Apr 10

Private AI is Here: Building a 100% Offline Mental Health Tracker with WebLLM and React

#react #webgpu #webllm #opensource

3 min read

Beck_Moulton

Apr 9

Ditch the Bloat: Building a High-Performance Health Data Lake with DuckDB & Parquet

#python #dataengineering #quantifiedself #healthtech

3 min read

Beck_Moulton

Apr 8

SleepSentry: Privacy-First Sleep Apnea Detection on Raspberry Pi using Whisper and Librosa

#raspberrypi #ai #machinelearning #python

3 min read

Beck_Moulton

Apr 7

Pill-ID: Building a Visual RAG System for Medication Safety with CLIP and Milvus

#ai #python #machinelearning #vectordatabase

4 min read

Beck_Moulton

Apr 6

Privacy First: Running Llama-3 Locally in Your Browser for Medical Report Analysis via WebGPU

#react #typescript #ai #privacy

3 min read

Beck_Moulton

Apr 5

From Chaos to Clarity: Building a High-Performance Health Data Lakehouse with DuckDB & Superset

#webdev #ai #python #opensource

3 min read

Beck_Moulton

Apr 4

Privacy-First AI: Building a Federated Health Tracker with Flower and Scikit-Learn

#webdev #ai #python #opensource

4 min read

Beck_Moulton

Apr 3

From Chaos to Clinic: Building an Autonomous Medical Appointment Agent with LangGraph & OpenAI

#ai #python #automation #healthtech

4 min read

Beck_Moulton

Apr 2

From Pixels to Calories: Building a High-Precision Food Nutrition Tracker with GPT-4o and Segment Anything (SAM)

#fastapi #webdev #ai #python

4 min read

Beck_Moulton

Apr 1

Stop Guessing Your Meds: Building an AI-Powered DDI Risk Assessment System with GPT-4o and Med-SAM

#ai #python #opensource #machinelearning

3 min read

Beck_Moulton

Mar 31

From Pixels to Calories: Building an AI-Powered Nutrition Engine with YOLOv10 and GPT-4o

#ai #python #computervision #machinelearning

4 min read

Beck_Moulton

Mar 30

Build Your Own AI Medical Brain: Transforming PDF Health Reports into a Graph-RAG Powerhouse with Neo4j and LangChain

#rag #dataengineering #python #neo4j

1

4 min read

Beck_Moulton

Mar 29

From Pixel to Protein: Automating My Diet with GPT-4o-mini and Segment Anything (SAM)

#webdev #ai #python #tutorial

3 min read

Beck_Moulton

Mar 28

Taming the Glucose Spike: Predicting Postprandial Peaks with Transformers and PyTorch

#machinelearning #datascience #wearables #python

4

4 min read

Beck_Moulton

Mar 27

Heartbeat Hacking: Mastering Real-time ECG R-R Detection and Arrhythmia Feature Engineering

#datascience #healthtech #python #machinelearning

1

4 min read

Beck_Moulton

Mar 26

Skin Health at the Edge: Deploying Custom Vision Transformers (ViT) on iOS with CoreML

#machinelearning #swift #ios #programming

2

4 min read

Beck_Moulton

Mar 25

Break Free from Wearable Silos: Building a Universal Health Data ETL with Health Connect & FHIR

#android #dataengineering #healthtech #fhir

2

3 min read

Beck_Moulton

Mar 24

From Pixels to Diagnosis: Building a Real-Time Skin Lesion Classifier with Flutter & ViT

#flutter #webdev #ai #python

1

3 min read

Beck_Moulton

Mar 23

From Sound Waves to Mental Wellness: Building a Speech Emotion Recognition (SER) System with CNN and FastAPI

#fastapi #deeplearning #machinelearning #python

4 min read

Beck_Moulton

Mar 22

Beyond the Snore: Real-time Sleep Apnea Screening with OpenAI Whisper and PyTorch

#ai #deeplearning #python #healthtech

1

4 min read

Beck_Moulton

Mar 21

From Blood Sugar Spikes to Automatic Order Interventions: Building a Closed-Loop Health Agent with LangChain and OpenAI

#openai #typescript #healthtech #webdev

1

4 min read

Beck_Moulton

Mar 20

Sleep Hacker: Fine-Tuning OpenAI Whisper for High-Precision Snoring & Apnea Recognition

#openai #whisper #ai #python

3

4 min read

Beck_Moulton

Mar 19

Stop Snoring, Start Analyzing: Building a DIY Sleep Apnea Monitor with OpenAI Whisper and FFT

#ai #python #whisper #openai

4

3 min read

Beck_Moulton

Mar 18

FoodLens: Building a Real-Time Nutrient Analysis Engine with GPT-4o-vision and SAM

#ai #python #fastapi #machinelearning

1

4 min read

Beck_Moulton

Mar 17

Private-First AI: Building a Browser-Based Mental Health Classifier with WebLLM and WebGPU

#webgpu #webllm #machinelearning #ai

3 min read

Beck_Moulton

Mar 16

Blazing Fast Heartbeats: Implementing the Pan-Tompkins ECG Algorithm in Rust for Real-time HRV

#rust #ai #python #react

1

4 min read

Beck_Moulton

Mar 15

Hardcore ETL: Taming 5GB+ of Apple Health XML Data with DuckDB and dbt

#webdev #ai #beginners #python

1

4 min read

Beck_Moulton

Mar 14

From Dialogue to Execution: Building an AI Healthcare Agent with GPT-4o-mini and Playwright

#openai #automation #typescript #webdev

3

4 min read

Beck_Moulton

Mar 13

Building an Autonomous Clinical Researcher: Track Breakthroughs with LangGraph and Semantic Scholar

#discuss #ai #python #opensource

3 min read

Beck_Moulton

Mar 12

Stop Manual Booking: Build a Claude 3.5 Doctor Appointment Assistant with MCP and Node.js

#automation #webdev #ai #node

4 min read

Beck_Moulton

Mar 11

Quantified Self: Syncing Whoop and Garmin Metrics with InfluxDB and Grafana

#python #opensource #quantifiedself #dataengineering

1

3 min read

Beck_Moulton

Mar 10

Derm-Scan: Privacy-Preserving Vision Transformers (ViT) for Medical Screening with Opacus

#machinelearning #privacy #healthtech #ai

1

4 min read

Beck_Moulton

Mar 9

Quantified Self: Building a Production-Grade ETL Pipeline for 10+ Wearables

#python #dataengineering #opensource #airflow

2

4 min read

Beck_Moulton

Mar 8

Vectorizing Your Vitals: Converting 10GB of Apple Health Data into a Personal RAG Brain

#rag #dataengineering #machinelearning #python

1

4 min read

Beck_Moulton

Mar 7

Stop Sending Health Data to the Cloud! Build a Privacy-First Symptom Checker with WebGPU

#discuss #webdev #ai #python

1

4 min read

Beck_Moulton

Mar 6

Securing Biometrics: A Practical Guide to Differential Privacy for Health Data

#datascience #security #webdev #python

2

4 min read

Beck_Moulton

Mar 5

Privacy First: Building a 100% Local AI Mental Health Companion with WebLLM and React

#privacy #ai #javascript #react

2

4 min read

Beck_Moulton

Mar 4

Stop Ignoring Your Stress: Build a Voice-Driven Emotion Tracker with Wav2Vec 2.0

#webdev #ai #python #opensource

1

4 min read

Beck_Moulton

Mar 3

Your Voice, Your Health: Tracking Stress and Anxiety with Vocal Biomarkers and XGBoost

#datascience #python #machinelearning #healthtech

1

3 min read

Beck_Moulton

Mar 2

Stop Trusting Your Smartwatch: Building a Deep Learning Stress Monitor from Raw PPG Data

#ai #python #react #opensource

1

4 min read

Beck_Moulton

Mar 1

Stop Manually Entering Medical Data: How to Automate PDF Lab Reports with LayoutParser & OCR

#machinelearning #python #dataengineering #healthtech

1

3 min read

Beck_Moulton

Feb 28

Quantified Self 2.0: Build a Unified Health Data Warehouse with DuckDB and dbt

#python #dataengineering #quantifiedself #healthtech

2

4 min read

Beck_Moulton

Feb 27

Forget Manual Logs: Building a Real-Time Medication Compliance Auditor with YOLOv10 and TensorRT

#ai #python #devops #security

1

3 min read

Beck_Moulton

Feb 26

Coding the Heart: Using SciPy and HRV to Predict Your Burnout Level

#python #datascience #wearables #healthtech

4 min read

Beck_Moulton

Feb 25

Beyond To-Do Lists: Building a Closed-Loop Health Agent with LangGraph and Google Calendar

#ai #healthtech #python #langgraph

1

4 min read

Beck_Moulton

Feb 24

Beyond the Spike: Building an AI-Powered Hypoglycemia Warning System with Transformers and CGM Data

#ai #python #react #opensource

1

4 min read

Beck_Moulton

Feb 23

Privacy-First Health AI: Running Llama-3 in Your Browser with WebGPU and WebLLM

#ai #llm #react #healthcaretech

2

4 min read

Beck_Moulton

Feb 22

From Pixels to Pulse: Building a Personal Health Knowledge Graph with Neo4j and Python

#webdev #ai #python #opensource

1

4 min read

Beck_Moulton

Feb 21

Beyond Words: Building an AI Stress Detector with Wav2Vec 2.0 and PyTorch

#ai #python #opensource #machinelearning

1

4 min read

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