Welcome

My name is Siarhei Berdachuk.

I'm a seasoned IT professional with over 30 years of experience in software engineering, team leadership, and cutting-edge solution design. I specialize in Java development, AI integration with Spring AI, and high-performance backend systems.

This blog is where I share insights on clean code, test-driven development, scalable architectures, and practical applications of AI in enterprise environments.

Latest Articles

Local AI on RTX 4060 Ti: Setup & Performance Guide

20-Nov-2025

Local AI on RTX 4060 Ti: Setup & Performance Guide

Complete guide to running local AI models (7B-30B) on RTX 4060 Ti with context optimization from 4K to 15K tokens, real benchmarks, and SGR examples.

Local AI on Mini PCs: Simple AMD Setup Guide

09-Nov-2025

Local AI on Mini PCs: Simple AMD Setup Guide

An easy-to-follow guide for running powerful OpenAI-compatible AI models locally on affordable AMD mini PCs, covering hardware setup, software installation, performance tips, and troubleshooting for beginners.

How to Split Audio and Video into Chunks for Gemma 3n Transcription & Translation

16-Aug-2025

How to Split Audio and Video into Chunks for Gemma 3n Transcription & Translation

How to split long audio and video into optimal segments for fast, accurate AI transcription or translation using Google Gemma 3n models including step-by-step code.

Berdaflex VideoScribe: Revolutionizing Offline Video Accessibility with AI

14-Jul-2025

Berdaflex VideoScribe: Revolutionizing Offline Video Accessibility with AI

An accessible guide to Berdaflex VideoScribe CE, showing how Google Gemma 3n is used for accurate, private, offline video transcription and documentation—enabling educational, corporate, and crisis content to be truly accessible.