PinnedSimeon EmanuilovDeveloping Deep Learning API with DjangoIn today’s data-driven world, integrating machine learning and deep learning capabilities into web applications has become increasingly…Jul 16Jul 16
PinnedSimeon EmanuilovThe complete PostgreSQL 16 handbook — design, optimize, and securePostgreSQL, often simply called “Postgres,” is a powerful, open-source object-relational database management system (ORDBMS). First…Jul 17Jul 17
PinnedSimeon EmanuilovHow to run LLMs on CPU-based systemsIn the current landscape of AI applications, running LLMs locally on CPU has become an attractive option for many developers and…Jul 19Jul 19
PinnedSimeon EmanuilovIs Django Still Relevant in 2024?Current state, async status, community and my humble opinionFeb 266Feb 266
Simeon EmanuilovTorchchat — Accelerating local LLM inference across devicesTorchchat is a powerful and versatile library that enables seamless and high-performance execution of large language models like Llama 3…22h ago22h ago
Simeon EmanuilovKeras 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…2d ago2d ago
Simeon EmanuilovCaching techniques in ML systems designBoosting performance and reducing latency4d ago4d ago
Simeon EmanuilovSAM 2 — The next generation of Meta’s Segment Anything Model for videos and imagesMeta has released SAM 2, an advanced foundation model for promptable visual segmentation in both images and videos. This article provides…4d ago4d ago
Simeon EmanuilovFastAPI and Background Tasks: Implementing Asynchronous ProcessingIn the world of web development, creating responsive and efficient applications is crucial. FastAPI, a modern Python web framework, excels…5d ago5d ago