📰 Dev.to · Beck_Moulton

Articles from Dev.to · Beck_Moulton · 79 articles · Updated every 3 hours · View all reads

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Dev.to · Beck_Moulton 2mo ago

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

Have you ever looked at a medical AI demo and wondered, "Sure, it says it's a rash, but what exactly...

Dev.to · Beck_Moulton 2mo ago

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

Managing your health shouldn't feel like a part-time job. Between decoding lab results, finding an...

Dev.to · Beck_Moulton 2mo ago

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

Our voices carry more than just words; they carry the subtle rhythm of our mental well-being. Using...

Dev.to · Beck_Moulton 2mo ago

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

We’ve all been there: you get your blood test results back, see a bunch of scary red arrows...

Dev.to · Beck_Moulton 2mo ago

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

Managing metabolic health is often a game of "catch-up." For those using Continuous Glucose...

Dev.to · Beck_Moulton 2mo ago

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

Doing physical therapy (PT) at home is a double-edged sword. On one hand, you're in your pajamas; on...

Dev.to · Beck_Moulton 2mo ago

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

In the era of personalized medicine, sharing health data is a double-edged sword. We want AI to...

Dev.to · Beck_Moulton 2mo ago

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

Continuous Glucose Monitoring (CGM) has revolutionized how we understand metabolic health. However,...

Dev.to · Beck_Moulton 2mo ago

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

We've all been there: staring at a delicious plate of pasta, trying to manually log every gram into a...

Dev.to · Beck_Moulton 2mo ago

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

In the world of AI, we've moved far beyond simple text-based search. But when it comes to healthcare,...

Dev.to · Beck_Moulton 2mo ago

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

We’ve all been there: staring at three different boxes of cold medicine, wondering if it's safe to...

Dev.to · Beck_Moulton 2mo ago

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

Are you pushing your limits at the gym, or is that morning double-espresso just masking a deeper...

Dev.to · Beck_Moulton 2mo ago

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

Privacy isn't just a feature anymore; it’s a human right—especially when it comes to your medical...

Dev.to · Beck_Moulton 2mo ago

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

In the world of Time Series Forecasting, managing non-stationary data like Continuous Glucose...

Dev.to · Beck_Moulton 2mo ago

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

Privacy is not just a feature; in mental health applications, it's a fundamental requirement. Sending...

Dev.to · Beck_Moulton 2mo ago

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

Have you ever stared at a cabinet full of prescription bottles, wondering if taking that allergy pill...

Dev.to · Beck_Moulton 2mo ago

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

We’ve all been there: you’re feeling under the weather, but the thought of navigating a clunky...

Dev.to · Beck_Moulton 2mo ago

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

We’ve all been there: staring at a fridge full of condiments, wondering what to eat that won't make...

Dev.to · Beck_Moulton 2mo ago

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

Sleep is supposed to be the time when our bodies recharge, but for millions, it's a battle for air....

Dev.to · Beck_Moulton 2mo ago

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

So, you’ve been hitting your home workouts, but are you actually doing those squats correctly, or are...

Dev.to · Beck_Moulton 2mo ago

SleepSound-DeepFilter: Fine-Tuning Whisper for Real-time Sleep Apnea and Snoring Detection

Is your snoring just "loud breathing," or is it something more serious? Sleep apnea affects nearly a...

Dev.to · Beck_Moulton 3mo ago

From Raw DNA to Deep Insights: Building a Personal Genomics RAG with LangChain and PubMed

Ever looked at your 23andMe raw data and thought, "What does rs1801133 actually mean for my health?"...

Dev.to · Beck_Moulton 3mo ago

Beyond Image Labels: Estimating Food Portions and Calories using Grounding DINO + SAM

Ever tried those calorie tracking apps where you have to manually search for "medium-sized chicken...

Dev.to · Beck_Moulton 3mo ago

Stop Manually Booking Doctors: Build an Autonomous Health Agent with LangGraph & Playwright

We’ve all been there. You get your annual health check-up PDF, scroll through pages of medical...