Welcome to UnfoldAI 🚀; here, you will find articles, strategies, and tutorials for building production-grade AI systems
My name is Simeon Emanuilov, and I am the author behind this website. Check my background on LinkedIn.
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FastAPI and WebSockets — Building real-time features and notifications
In today’s fast-paced digital landscape, real-time features have become essential for modern web applications. Users expect instant updates, live notifications,…
Keras vs PyTorch — Which DL framework to choose in 2024?
Deep learning has revolutionized many fields, from computer vision to natural language processing. At the heart of this revolution are…
Caching techniques in ML systems design
In the world of ML systems, performance and latency are critical factors that can make or break an application. As…
SAM 2 — The next generation of Meta’s Segment Anything Model for videos and images
Meta has released SAM 2, an advanced foundation model for promptable visual segmentation in both images and videos. This article…