I was fortunate to be invited to speak at conferences and meetups to share my experience.
DSS AI Edition 2026 – Jun 19, 2026
Shared hard-won lessons from building and running AI agents in production: why the model is only one part of the system, and why useful agents also need workflows, context, guardrails, evals, recovery paths, and clear rules for when to act or stay silent.
AI Workshop for entrepreneus – Mar 28, 2026
I organized this meetup and shared five business cases from my personal practice where AI-powered applications generated more revenue and reduced costs.
OpenAI Codex Meetup – Mar 5, 2026
I demoed one of the apps I've been building with Codex. It measures, scores, and promotes thoughtful AI usage across Shelf, and surfaces adoption-equality stats across the team.
Cashflow Club Wroclaw – Mar 6, 2025
Shared insights on avoiding common AI pitfalls, selecting suitable models, managing knowledge context, and practical AI application strategies.
Toastmasters – Nov 17, 2024
Discussed common cybersecurity concerns, online/offline threats, phishing schemes, hacker methods, typical user mistakes, and practical steps to enhance personal digital security.
Cashflow Club Wroclaw – May 23, 2024
Discussed security issues commonly overlooked by users of popular apps, highlighting privacy risks and cybersecurity vulnerabilities inherent in platforms with opaque privacy policies. Shared practical advice and actionable steps for enhancing personal digital safety.
meet.js Wroclaw – Jan 26, 2023
A story about using AWS Lambda for load testing on a tight budget - from an introduction to Serverless to advanced Lambda optimizations for maximum concurrency.
GDG Lviv Meetup – Jun 26, 2018
I shared my experience running GraphQL APIs in production on AWS. Since then, I've become lukewarm about GraphQL and AppSync, but at the time it was a hot topic.
Meteor Ukraine – Jun 30, 2016
I shared my experience setting up CI to deploy Meteor.js apps in Docker containers to AWS. Back then, people typically deployed Meteor apps manually or directly to plain EC2 instances, and AWS ECS was still the new kid on the block.
GDG Ternopil Meetup – Mar 16, 2016
My first-ever talk, where I explained the basics of machine learning, including examples of supervised and unsupervised learning. I also shared the tools I used and discussed real-life problems I solved.