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About the Author - Anastasiya Paharelskaya

Anastasiya
Anastasiya Paharelskaya
IT INDUSTRY OBSERVER

Since 2021, Anastasiya has been diving deep into SAP Commerce Cloud, interviewing hundreds of SAP experts. She loves sharing what she learns and making complex topics easy to understand. While SAP Commerce is a big focus, Anastasiya is always excited to explore new tech areas such as AI, AR, and more, bringing fresh, valuable insights to her readers.

Verifiable AI: Building Trust Through Transparency, Proof, and Accountability
AI & Machine Learning
Verifiable AI: Building Trust Through Transparency, Proof, and Accountability
Organisations can no longer rely on performance alone; they must be prepared to prove that their AI was trained on legitimate data, operates safely, respects privacy, and produces auditable outputs. Verifiable AI supplies this proof.
Anastasiya Paharelskaya
Feb 11, 2026
Top 9 AI Tools for .NET Developers in 2026
AI & Machine Learning
Top 9 AI Tools for .NET Developers in 2026
Artificial intelligence is changing how developers build software. This is especially true in the .NET ecosystem, where new AI tools help developers write code faster, reduce errors, and automate repetitive tasks. From intelligent code completion to automated debugging, .NET AI tools are becoming essential aids for modern developers. In this article, we’ll explore why AI […]
Anastasiya Paharelskaya
Jan 26, 2026
Composable Commerce vs. Headless: A Strategic Guide for Modern Businesses
Digital Transformation, E-Commerce & CX
Composable Commerce vs. Headless: A Strategic Guide for Modern Businesses
The way businesses build their online stores is undergoing a revolution. Two big buzzwords leading this change are composable commerce vs headless ecommerce. At first glance, these terms might sound technical or intimidating. But they represent a shift toward more flexible, modular, and agile ecommerce solutions. In simple terms, both approaches aim to free online […]
Anastasiya Paharelskaya
Nov 25, 2025
SAP CX AI Toolkit: Improving Customer Experience Through AI
AI & Machine Learning, SAP CX
SAP CX AI Toolkit: Improving Customer Experience Through AI
If only shopping were more interactive. If only we could upload a photo of an item we love and instantly find similar products. Or automatically generate rich, multilingual product descriptions for our catalogs. Or have an AI-powered assistant ready to answer every customer question instantly.
Anastasiya Paharelskaya
Nov 04, 2025
AI Agents for Travel: Revolutionizing the Way We Explore
AI & Machine Learning
AI Agents for Travel: Revolutionizing the Way We Explore
That trip to Paris has been on your mind. But now hard work begins. Look for the cheapest flights. Check whether that popular hotel near the Champs-Élysées is still available. Ah, yes, make an itinerary of all the must-see places. Sounds like at least a 3-day work, right? But what if I told you that AI agents for travel can do all that today?
Anastasiya Paharelskaya
Oct 16, 2025
AI in Embedded Systems: Applications, Challenges, and Future Trends
AI & Machine Learning, IoT & Embedded
AI in Embedded Systems: Applications, Challenges, and Future Trends
AI in embedded systems is like giving tiny computers inside our everyday devices a brain of their own. Suddenly, simple gadgets can learn, adapt, and make smart choices without us telling them what to do. Picture a thermostat that knows your daily rhythm and cuts down your energy bill, or a sensor in a factory […]
Anastasiya Paharelskaya
Sep 15, 2025
AI Agents in Finance: Revolutionizing the Future of Financial Services
AI & Machine Learning
AI Agents in Finance: Revolutionizing the Future of Financial Services
In 2025, an AI “colleague” might just be your hardest-working employee. AI agents in finance – autonomous software programs that handle tasks and make decisions with minimal human input – are revolutionizing the industry. They work 24/7 without coffee breaks, and the results are staggering: routine process costs slashed by up to 90% and errors […]
Anastasiya Paharelskaya
Jul 10, 2025
LLM Fine-Tuning Architecture: Methods, Best Practices and Challenges
AI & Machine Learning
LLM Fine-Tuning Architecture: Methods, Best Practices and Challenges
Building a new AI model from scratch can be very costly in data and time. Instead, one of the top trends of 2025 is to fine-tune an LLM. This way, a general model can become, say, an expert customer service agent or a legal advisor by learning from domain examples.
Anastasiya Paharelskaya
Jul 01, 2025
Mixture-of-Experts (MoE) LLMs: The Future of Efficient AI Models
AI & Machine Learning, Digital Transformation
Mixture-of-Experts (MoE) LLMs: The Future of Efficient AI Models
Imagine having a whole team of specialists at your disposal, each an expert in a different field, and a smart coordinator who directs questions to the right expert. That’s essentially the idea behind Mixture-of-Experts (MoE) architecture in AI. In traditional large language models (LLMs), one giant model handles everything, which means using all its billions […]
Anastasiya Paharelskaya
Jun 19, 2025
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