Beck_Moulton - DEV Community

Beck_Moulton

May 26

Predicting Blood Glucose Fluctuations: Building a Transformer-based CGM Forecaster with PyTorch & InfluxDB

#ai #security #react #opensource

4 min read

Beck_Moulton

May 25

Can Your Voice Reveal Depression? Building an Affective Computing Engine with Wav2Vec 2.0 and FastAPI

#fastapi #ai #security #react

4 min read

Beck_Moulton

May 24

Your Users’ Health Data is Not Your Asset—It’s a Liability. Here’s How to Fix It.

#ai #security #swift #privacy

4 min read

Beck_Moulton

May 23

From Pixels to Prescriptions: Building an Autonomous Healthcare Booking Agent with LangGraph

#openai #automation #webdev #python

4 min read

Beck_Moulton

May 22

Decoding Depression: Building an Affective Computing System with Wav2Vec 2.0 and TensorFlow

#discuss #ai #react #opensource

4 min read

Beck_Moulton

May 21

Snoring is More Than Just Noise: Build a Sleep Apnea (OSA) Screening Engine with Whisper + Librosa

#discuss #ai #opensource #machinelearning

4 min read

Beck_Moulton

May 20

From 10GB XML Hell to AI Heaven: Building a Personal Health RAG with LlamaIndex & DuckDB

#ai #python #tutorial #opensource

4 min read

Beck_Moulton

May 19

Real-time Skin Lesion Segmentation on iPhone: Mastering MobileNetV4 and CoreML for On-Device Vision

#ios #machinelearning #swift #computervision

3 min read

Beck_Moulton

May 18

Stop Guessing Your Macros: Build a Visual Diet Tracker with GPT-4o and Computer Vision

#discuss #webdev #ai #opensource

4 min read

Beck_Moulton

May 17

Llama-3 in Your Pocket: Building a Privacy-First AI Health Journal with MLX Swift

#ios #machinelearning #swift #ai

4 min read

Beck_Moulton

May 16

Beyond Words: Building a Mental Health "Barometer" Using Wav2Vec 2.0 and Speech Emotion Recognition

#ai #python #api #machinelearning

4 min read

Beck_Moulton

May 15

Smart Meds: Building a Real-Time Drug Interaction Warning System with GPT-4o and Neo4j

#healthtech #ai #python #neo4j

3 min read

Beck_Moulton

May 14

From Pixels to Calories: Mastering Precise Food Estimation with Vision AI

#ai #api #programming #javascript

3 min read

Beck_Moulton

May 13

Private & Powerful: Parsing Sensitive Medical Records Locally with WebLLM and WebGPU

#ai #webgpu #webllm #react

4 min read

Beck_Moulton

May 12

Doctor GPT? Stop Hallucinating and Build a Medical-Grade RAG System with BioBERT & Neo4j

#rag #ai #python #machinelearning

3 min read

Beck_Moulton

May 11

Building a Med-Tech Powerhouse: Creating an Autonomous Health Agent with LangGraph and Playwright

#webdev #programming #ai #python

4 min read

Beck_Moulton

May 10

Stay Safe with AI: Building a Real-time Drug-Interaction Guard with LangGraph and PubMed

#discuss #ai #react #learning

4 min read

Beck_Moulton

May 9

From Pixels to Calories: Building an Automated Meal Tracking Pipeline with YOLOv8 and GPT-4o

#discuss #webdev #ai #opensource

4 min read

Beck_Moulton

May 8

Building an AI "Digital Doctor": Orchestrating Drug-Drug Interaction Checks and Auto-Booking with LangGraph

#ai #python #software #playwright

4 min read

Beck_Moulton

May 7

Stop Leaking Vitals: Building a Private Health Predictor with Differential Privacy and Federated Learning

#machinelearning #datascience #python #privacy

4 min read

Beck_Moulton

May 6

Stop Leaking Medical Data: Building Privacy-Preserving Health Reports with Differential Privacy

#python #machinelearning #privacy #security

3 min read

Beck_Moulton

May 5

Stop Guessing Your Health: Building an Autonomous AI Nutritionist Crew with CrewAI and GPT-4o

#ai #python #software #healthtech

4 min read

Beck_Moulton

May 4

Stop Sending Medical Data to the Cloud: Build a 100% Private Health AI with WebLLM and Transformers.js

#ai #javascript #react #machinelearning

3 min read

Beck_Moulton

May 3

Stop Ignoring Your Snore: Building a Real-Time Sleep Apnea Monitor with Whisper.cpp and Raspberry Pi

#machinelearning #cpp #whisper #ai

4 min read

Beck_Moulton

May 2

Taming the Chaos: Cleaning 10M+ Apple Health Records into a Production-Ready Parquet Lakehouse

#ai #tutorial #python #opensource

4 min read

Beck_Moulton

May 1

Stop Guessing Your Meds: Building a Multi-Step Drug Interaction Agent with LangGraph and DrugBank

#webdev #ai #python #healthtech

4 min read

Beck_Moulton

Apr 30

From Privacy Paranoia to Data Power: Mastering Differential Privacy for Health Tech

#discuss #ai #tutorial #python

4 min read

Beck_Moulton

Apr 29

Privacy-First AI: Building a WebGPU-Powered Drug Interaction Checker with WebLLM

#typescript #ai #python #react

4 min read

Beck_Moulton

Apr 28

From Messy Pixels to Clean Data: Structuring Medical Lab Reports with GPT-4o and Instructor

#discuss #python #api #ai

4 min read

Beck_Moulton

Apr 27

From Panic to Paper: Building a Multilingual Medical RAG with BGE-M3 & Qdrant

#dataengineering #rag #ai #python

4 min read

Beck_Moulton

Apr 26

Privacy First: Building a Local Llama-3 Health Assistant on MacBook M3 with MLX

#python #machinelearning #privacy #ai

4 min read

Beck_Moulton

Apr 25

Predicting Your Stress Before It Happens: Building an LSTM HRV Predictor with Apple HealthKit and CoreML

#machinelearning #datascience #applewatch #tensorflow

3 min read

Beck_Moulton

Apr 24

Mastering Your Heartbeat: Architecting a High-Frequency Health Monitoring System with InfluxDB and Grafana

#grafana #dataengineering #influxdb #iot

4 min read

Beck_Moulton

Apr 23

From Pixels to Prescriptions: Building a Smart Drug-Drug Interaction (DDI) Scanner with GPT-4o and OCR

#discuss #ai #python #machinelearning

3 min read

Beck_Moulton

Apr 22

From Pixels to Physical Therapy: Building a Real-Time Pose Correction System with MediaPipe and React

#ai #react #machinelearning #opencv

1

3 min read

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

Three Year Club

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