Beck_Moulton - DEV Community

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

Beck_Moulton

Sep 16

From Ring to Repo: Predicting Developer Fatigue Using Oura Data and Random Forest

#discuss #ai #opensource #react

3 min read

Beck_Moulton

Sep 15

Stop Slouching! Build a Real-time AI Posture Guard with MediaPipe and Vue.js

#discuss #ai #javascript #python

4 min read

Beck_Moulton

Sep 14

From Dust-Covered PDFs to AI-Powered Insights: Building a 10-Year Health RAG Pipeline

#rag #ai #dataengineering #python

1

3 min read

Beck_Moulton

Sep 13

Medicine Safety Gatekeeper: Building a Real-Time Drug Interaction & Expiration Checker with YOLOv10

#ai #python #machinelearning #computervision

3 min read

Beck_Moulton

Sep 12

Heartbeats in Sync: Mastering Real-Time Sensor Fusion with Apache Flink and Kafka

#python #iot #dataengineering #apacheflink

4 min read

Beck_Moulton

Sep 11

Quantified Self: Transform Your Medical PDFs into a Personal Health Oracle with RAG & PubMed

#rag #openai #dataengineering #learninginpublic

4 min read

Beck_Moulton

Sep 10

Stop Stressing! Build a Real-Time HRV Anomaly Detector with Python and Scikit-Learn

#fastapi #healthtech #python #machinelearning

3 min read

Beck_Moulton

Sep 9

Beyond APIs: Building a Privacy-First Drug Interaction Tool with WebGPU and WebLLM

#ai #react #typescript #privacy

4 min read

Beck_Moulton

Sep 8

DIY AI Physical Therapist: Real-Time Pose Correction with React Native and MediaPipe

#ai #react #healthtech #computervision

3 min read

Beck_Moulton

Sep 7

Beyond the Wrist: Detecting Sickness Before It Hits with HRV Anomaly Detection and Scikit-learn

#datascience #machinelearning #webdev #python

4 min read

Beck_Moulton

Sep 6

From Heartbeats to Health: Building a Transformer-based HRV Forecasting System for Overtraining Prevention

#discuss #ai #programming #opensource

4 min read

Beck_Moulton

Sep 5

Mastering HRV: Building a Stress Predictor with Random Forest, LSTM, and Wearable Data

#discuss #ai #webdev #programming

4 min read

Beck_Moulton

Sep 4

Stop Trusting the Black Box: Building Your Own Stress Score Engine from Raw PPG Signals

#python #datascience #wearables #opensource

4 min read

Beck_Moulton

Sep 3

Stop Guessing! Use Causal Inference to Analyze Your Health Habits with Python and DoWhy

#discuss #ai #opensource #react

4 min read

Beck_Moulton

Sep 2

From Heartbeat to Hospital: Building a Closed-Loop Health Agent with LangGraph

#ai #python #langgraph #healthtech

3 min read

Beck_Moulton

Sep 1

Keep Your Heart Rate to Yourself: Building Privacy-First Fitness AI with Federated Learning

#discuss #ai #learning #news

1

4 min read

Beck_Moulton

Aug 31

Taming the Beast: Building a High-Performance ETL Pipeline for Apple Health’s Massive XML Exports

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Aug 30

From Zzz's to Data: Building an AI-Powered Sleep Apnea Monitor with Whisper-v3

#opensource #machinelearning #whisper #ai

4 min read

Beck_Moulton

Aug 29

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

#programming #python #mediapipe #machinelearning

4 min read

Beck_Moulton

Aug 28

ETL for Longevity: Automating Blood Test Analysis with GPT-4 and Instructor

#discuss #ai #python #opensource

4 min read

Beck_Moulton

Aug 27

Building Your "Digital Twin" Health Agent: Automate Your Life with LangGraph and Oura

#ai #python #automation #biohacking

4 min read

Beck_Moulton

Aug 26

From Pixels to Prescriptions: Building an AI Pharmacist with YOLOv10 and RAG

#ai #rag #webdev #programming

4 min read

Beck_Moulton

Aug 25

Stop Snoring, Start Analyzing: Building a Real-time Sleep Monitor with OpenAI Whisper & Silero VAD

#openai #python #machinelearning #audioprocessing

4 min read

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