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

Beck_Moulton

Feb 20

Save Your Spine: Building a Real-Time AI Posture Coach with MediaPipe and Electron

#javascript #ai #machinelearning #webdev

1

3 min read

Beck_Moulton

Feb 19

Beyond Basic Chatbots: Building a Life-Saving Closed-Loop Glucose Agent with LangGraph

#machinelearning #ai #healthtech #python

1

4 min read

Beck_Moulton

Feb 18

Advanced RAG: Parsing Complex Medical PDFs with LayoutLMv3 and LlamaIndex

#rag #machinelearning #ai #python

1

3 min read

Beck_Moulton

Feb 17

From Static PDFs to Living Data: Connecting Local EMRs to Claude using Model Context Protocol (MCP)

#ai #python #developer #healthcaretech

1

4 min read

Beck_Moulton

Feb 16

From Messy Med-Reports to Smart Insights: Building a FHIR-Powered Medical RAG with Milvus

#ai #privacy #webdev #tutorial

3 min read

Beck_Moulton

Feb 15

Stop Sending Medical Data to the Cloud: Build a Local EMR De-identifier with WebLLM and WebGPU

#typescript #ai #fhir #privacy

4 min read

Beck_Moulton

Feb 14

Stop Uploading Your Vitals: Local Health AI on M3 Mac with MLX and Llama-3

#ai #privacy #llama3 #applemlx

1

4 min read

Beck_Moulton

Feb 13

From Messy Health Data to Actionable Insights: Building a Personal Knowledge Graph with Neo4j and Apache Hop

#discuss #ai #python #opensource

1

3 min read

Beck_Moulton

Feb 13

Chatting with 3 Billion Base Pairs: Building a RAG Index for Your Personal Genome (WGS)

#dataengineering #ai #rag #python

4 min read

Beck_Moulton

Feb 12

Medicine Encyclopedia 2.0: Stop Guessing and Start Scanning with Multimodal RAG

#rag #webdev #ai #python

1

4 min read

Beck_Moulton

Feb 11

Predictive Health: Building an LSTM-Transformer Hybrid to Forecast Glucose Spikes with CGM Data

#python #machinelearning #datascience #tensorflow

2

4 min read

Beck_Moulton

Feb 10

From Messy JSON to Health Insights: Building a Modern ETL Pipeline with DBT and BigQuery

#sql #dataengineering #bigquery #healthtech

1

3 min read

Beck_Moulton

Feb 9

Stop Guessing Your Health: Build a Unified Quantified Self Dashboard with Streamlit and ECharts

#webdev #ai #python #react

4 min read

Beck_Moulton

Feb 8

Stop Guessing Your Health! Build a "Personal Health Oracle" using RAG, Pinecone, and PubMed

#ai #python #machinelearning #dataengineering

1

4 min read

Beck_Moulton

Feb 7

Stop Overtraining: Build a Bio-Hacker Agent with LangGraph and WHOOP

#llm #python #biohacking #langgraph

1

4 min read

Beck_Moulton

Feb 6

From "Ouch" to "Booked": Building an AI Medical Triage Agent with OpenAI & Playwright

#webdev #ai #python #openai

1

4 min read

Beck_Moulton

Feb 5

More Than Just Labels: Building a Skin Lesion Classifier with ResNet-50 and Explainable AI (Grad-CAM)

#fastapi #webdev #ai #tutorial

1

4 min read

Beck_Moulton

Feb 4

Building a Personal Health Agent with LangGraph: From Blood Tests to Pharmacy Checkouts

#ai #python #productivity #devops

3 min read

Beck_Moulton

Feb 3

Voice to Vitals: Building a Privacy-First Mental Health Analyzer with Wav2Vec 2.0 and FastAPI

#fastapi #ai #tutorial #python

3 min read

Beck_Moulton

Feb 2

From Blood Test to Doctor's Appointment: Building an Autonomous Health Agent with LangGraph and GPT-4

#ai #gpt4 #healthcare #python

1

2

4 min read

Beck_Moulton

Feb 1

Stop the Spike! Predicting Postprandial Glucose with Temporal Convolutional Networks (TCN)

#deeplearning #datascience #machinelearning #healthtech

4 min read

Beck_Moulton

Jan 31

Pose as Data: Building a Real-Time AI Physical Therapist with MediaPipe and GPT-4o

#openai #python #machinelearning #opencv

3 min read

Beck_Moulton

Jan 30

Stop Leaking Your Vitals: Training Private AI Models with PyTorch and Opacus

#machinelearning #privacy #python #pytorch

4 min read

Beck_Moulton

Jan 29

Taming Biological Chaos: Predicting Glucose Fluctuations with Time-Series Transformers

#healthtech #machinelearning #datascience #wearables

1

3 min read

Beck_Moulton

Jan 28

Beyond Just a Photo: Building a Pixel-Perfect Calorie Estimator with SAM and GPT-4o

#ai #machinelearning #python #computervision

1

4 min read

Beck_Moulton

Jan 27

Multimodal RAG in Action: Building a Skin Health Assistant with CLIP and Milvus

#python #machinelearning #ai #webdev

2

4 min read

Beck_Moulton

Jan 26

GPT-4o Vision: Building a Smart Home Pharmacy Guard for Drug-Drug Interactions (DDI)

#ai #tutorial #python #react

2

1

4 min read

Beck_Moulton

Jan 25

Stop Burning Out: Using XGBoost and HRV Data to Predict Physical Exhaustion

#machinelearning #datascience #python #wearables

4 min read

Beck_Moulton

Jan 24

Build Your Private "Health Brain": Local Llama-3 on MacBook with MLX & HealthKit

#llama3 #python #machinelearning #privacy

1

4 min read

Beck_Moulton

Jan 23

Predicting the Spike: Building a CGM Warning System with Transformers and PyTorch Forecasting

#webdev #ai #tutorial #python

1

4 min read

Beck_Moulton

Jan 22

Privacy-First Mental Health AI: Building a Zero-Backend Sentiment Tracker with WebLLM and Transformers.js

#ai #javascript #privacy #marketing

4 min read

Beck_Moulton

Jan 21

Stop Taking the Wrong Pills: Building a Vision Pro AR Med-Agent with Gemini 1.5 Pro

#ai #tutorial #python #opensource

3 min read

Beck_Moulton

Jan 20

Automate Your Health: Building an AI Medical Agent with GPT-4 Function Calling and Google Calendar

#fastapi #ai #python #openai

4 min read

Beck_Moulton

Jan 19

Build an Autonomous AI Nutritionist: From Blood Sugar Prediction to Instacart Checkout

#openai #python #webscraping #healthtech

3 min read

Beck_Moulton

Jan 18

Stop Ignoring Your Snore: Building a Local Sleep Apnea Detector with OpenAI Whisper and Librosa

#ai #openai #webdev #python

2

4 min read

Beck_Moulton

Jan 17

From Shaky Squats to Perfect Form: Master Workout Analysis with Dynamic Time Warping (DTW)

#ios #swift #datascience #wearables

4 min read

Beck_Moulton

Jan 16

Stop Guessing Your Energy: Build a LangGraph Health Agent to Hack Your Productivity

#discuss #ai #python #opensource

4 min read

Three Year Club

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