📰 Dev.to · Beck_Moulton
Articles from Dev.to · Beck_Moulton · 79 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (10416)
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Dev.to · Beck_Moulton
1mo ago
Securing Biometrics: A Practical Guide to Differential Privacy for Health Data
In the era of digital health, handling biometric data is a technical and ethical minefield. Whether...
Dev.to · Beck_Moulton
1mo ago
Privacy First: Building a 100% Local AI Mental Health Companion with WebLLM and React
The most intimate conversations shouldn't live on a server. When it comes to mental health, privacy...
Dev.to · Beck_Moulton
1mo ago
Stop Ignoring Your Stress: Build a Voice-Driven Emotion Tracker with Wav2Vec 2.0
We’ve all been there: you’re having a "fine" day, but your voice is tense, your breathing is shallow,...
Dev.to · Beck_Moulton
1mo ago
Your Voice, Your Health: Tracking Stress and Anxiety with Vocal Biomarkers and XGBoost
We’ve all heard it before: "You sound stressed." But what if we could quantify that? In the world of...
Dev.to · Beck_Moulton
1mo ago
Stop Trusting Your Smartwatch: Building a Deep Learning Stress Monitor from Raw PPG Data
Have you ever wondered why your smartwatch tells you that you're "stressed" when you're just sitting...
Dev.to · Beck_Moulton
1mo ago
Stop Manually Entering Medical Data: How to Automate PDF Lab Reports with LayoutParser & OCR
We’ve all been there: staring at a blurry, scanned PDF of a medical lab report, trying to figure out...
Dev.to · Beck_Moulton
1mo ago
Quantified Self 2.0: Build a Unified Health Data Warehouse with DuckDB and dbt
Ever tried to compare your Oura sleep score with your Garmin body battery, only to realize you’re...
Dev.to · Beck_Moulton
1mo ago
Forget Manual Logs: Building a Real-Time Medication Compliance Auditor with YOLOv10 and TensorRT
Managing multiple medications is a high-stakes challenge, especially for the elderly or patients with...
Dev.to · Beck_Moulton
1mo ago
Coding the Heart: Using SciPy and HRV to Predict Your Burnout Level
As developers, we are experts at debugging complex microservices, but we often ignore the most...
Dev.to · Beck_Moulton
1mo ago
Beyond To-Do Lists: Building a Closed-Loop Health Agent with LangGraph and Google Calendar
Managing health is often a full-time job. Between tracking glucose levels, calculating macros, and...
Dev.to · Beck_Moulton
1mo ago
Beyond the Spike: Building an AI-Powered Hypoglycemia Warning System with Transformers and CGM Data
Managing metabolic health is no longer about reactive finger-prick tests. With the rise of Continuous...
Dev.to · Beck_Moulton
1mo ago
From Pixels to Pulse: Building a Personal Health Knowledge Graph with Neo4j and Python
Have you ever looked at your Apple Health dashboard and felt like you were staring at a graveyard of...
Dev.to · Beck_Moulton
1mo ago
Beyond Words: Building an AI Stress Detector with Wav2Vec 2.0 and PyTorch
In the realm of mental health, what we say often matters less than how we say it. Changes in vocal...
Dev.to · Beck_Moulton
1mo ago
Save Your Spine: Building a Real-Time AI Posture Coach with MediaPipe and Electron
Are you reading this while hunched over your keyboard like a gargoyle? Don't worry, you’re not...
Dev.to · Beck_Moulton
1mo ago
Beyond Basic Chatbots: Building a Life-Saving Closed-Loop Glucose Agent with LangGraph
Managing chronic health conditions like Type 1 or Type 2 diabetes isn't just a medical challenge;...
Dev.to · Beck_Moulton
1mo ago
Advanced RAG: Parsing Complex Medical PDFs with LayoutLMv3 and LlamaIndex
Let’s be honest: PDFs are where data goes to die. Especially medical check-up reports. They are a...
Dev.to · Beck_Moulton
1mo ago
From Static PDFs to Living Data: Connecting Local EMRs to Claude using Model Context Protocol (MCP)
In the rapidly evolving world of AI Agents and LLM automation, the biggest bottleneck isn't the...
Dev.to · Beck_Moulton
1mo ago
Chatting with 3 Billion Base Pairs: Building a RAG Index for Your Personal Genome (WGS)
Have you ever stared at a 100GB .vcf file and wondered, "Somewhere in here, is there a reason why I...
Dev.to · Beck_Moulton
2mo ago
Medicine Encyclopedia 2.0: Stop Guessing and Start Scanning with Multimodal RAG
We’ve all been there: staring at a tiny medicine box, squinting at chemical names like Acetaminophen...
Dev.to · Beck_Moulton
2mo ago
Predictive Health: Building an LSTM-Transformer Hybrid to Forecast Glucose Spikes with CGM Data
Managing metabolic health is no longer about reactive finger-pricks; it’s about predictive...
Dev.to · Beck_Moulton
2mo ago
From Messy JSON to Health Insights: Building a Modern ETL Pipeline with DBT and BigQuery
Have you ever tried to export your health data from Google Health Connect? If you have, you know it’s...
Dev.to · Beck_Moulton
2mo ago
Stop Guessing Your Health! Build a "Personal Health Oracle" using RAG, Pinecone, and PubMed
Have you ever asked an AI for medical advice only to receive a generic "consult a physician" or,...
Dev.to · Beck_Moulton
2mo ago
Stop Overtraining: Build a Bio-Hacker Agent with LangGraph and WHOOP
We’ve all been there. You have a "Heavy Leg Day" blocked on your calendar, but you wake up feeling...
Dev.to · Beck_Moulton
2mo ago
From "Ouch" to "Booked": Building an AI Medical Triage Agent with OpenAI & Playwright
We’ve all been there: you wake up with a nagging pain in your stomach, open a hospital registration...
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