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

Google Gemma 3n Explained: Architecture, Features, and On-Device AI Performance in 2025

14-Jul-2025

Google Gemma 3n Explained: Architecture, Features, and On-Device AI Performance in 2025

A comprehensive, accessible guide to Google Gemma 3n’s architecture, multimodal capabilities, and real-world deployment on mobile and edge devices.

The Generative AI Revolution in Software Development: Transforming the Way We Build, Deploy, and Manage Applications

11-Jul-2025

The Generative AI Revolution in Software Development: Transforming the Way We Build, Deploy, and Manage Applications

An in-depth exploration of how generative AI is reshaping software development, from productivity gains and new workflows to governance, security, and the evolving role of developers.

AI-Powered Product Development: From Idea to Market Using Perplexity AI and Cursor AI

07-Jul-2025

AI-Powered Product Development: From Idea to Market Using Perplexity AI and Cursor AI

A comprehensive guide to leveraging Perplexity AI and Cursor for rapid, secure, and effective product development, tailored for small teams and individual innovators.

Adapters in Neural Networks: Parameter-Efficient Fine-Tuning

06-Jul-2025

Adapters in Neural Networks: Parameter-Efficient Fine-Tuning

Explore the architecture, principles, and benefits of neural network adapters, including bottleneck and LoRA designs. Learn how adapters enable efficient, modular, and scalable fine-tuning of large AI models for diverse tasks.