Software Engineer specialized in AI and ML
I'm Pavlo, a Software Engineer passionate about AI, ML, and building thoughtful digital products. This blog is my space to share what I'm learning, what I'm building, and the ideas worth exploring along the way.
Find me on LinkedIn and GitHub, or get in touch at ciao@pavlo.sh.
Articles
Agent Skills vs Multi-Agent Systems: Are We Witnessing the Next Architectural Shift in AI?
Agent Skills introduce a new paradigm for building AI systems by packaging operational knowledge into reusable modules. But can they truly replace multi-agent architectures? This article explores the trade-offs, strengths, and future of both approaches.
March 17, 2026
OpenAI Agents SDK: How to Build Agentic AI Applications in Python Easily
Learn how to build powerful, customizable agentic AI applications in Python using the OpenAI Agents SDK. Discover multi-agent orchestration, guardrails, and built-in tracing for production-ready AI workflows.
May 31, 2025
How to Integrate Artificial Intelligence into Business Processes Without Disrupting Everything
Learn how to successfully integrate Artificial Intelligence into business processes without disrupting operations. Discover strategic steps to assess readiness, identify high-impact use cases, train employees, and implement AI gradually and securely. A practical guide for business leaders seeking innovation with stability.
April 13, 2024
Optimization of ML Models: Advanced Techniques to Reduce Resource Consumption
Explore advanced techniques to optimize Machine Learning models and reduce resource consumption without sacrificing accuracy. Learn about pruning, quantization, feature selection, knowledge distillation, and more. Ideal for ML engineers and data scientists aiming to build faster, greener, and more cost-effective AI solutions for edge, mobile, and cloud deployments.
March 30, 2024