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- Building Pulse Deck: An Elgato Stream Deck System Info Plugin for macOS
How I built a lightweight Elgato Stream Deck plugin with accurate CPU/RAM metrics, live graphs, and clean macOS-focused UX
Build Notes 4 min read - Building a Simple Model Registry with S3 and DynamoDB
Create a model registry to version, store, and retrieve ML models
ML Engineering 11 min read - Refactoring ML Code: From Notebooks to Production
Convert Jupyter notebooks into modular, testable, production-ready Python code
ML Engineering 12 min read - Building an Asynchronous Image Classification Pipeline with AWS Lambda
Create an async image classification pipeline using S3, SQS, and three AWS Lambdas
Cloud 10 min read - AWS Lambda Layers & Async Lambdas: Enhancing Your Serverless Project
Configure AWS Lambdas with layers to bypass API Gateway timeouts and add libraries
Cloud 6 min read - Real Time Sign Language Estimation System
Real-time ASL alphabet detection from webcam input using computer vision
Project Writeups 2 min read