Building with AI.
Sharing what I learn.
Products, education, and an open conversation about how technology changes the way we work.
people taught to use AI
Instagram followers
countries where I’ve spoken
Education and speaking: author-reported figures. Instagram: public count, September 2026.
Skills, templates, and checklists for real tasks. Complete files, example prompts, and a clear first step.
Compare files, uncover contradictions, and link conclusions to evidence.
TEMPLATEA task prompt with context, source material, scope, and a clear definition of done.
CHECKLISTCheck facts, calculations, and task fit before relying on an AI output.
Education, communities, and software products.
Accessible AI education
Started June 2024In June 2024, I brought together the AI Hub team. I wanted to make AI knowledge more accessible and help people apply it to everyday tasks. My experience creating content and giving talks grew into an educational project.
Visit projectLearning through practice
Enrollment is closedI saw how AI education often left people with a collection of tools but no clear way to apply them. That led me to create my own University. I value practice and a clear path to a concrete result in education. We collect feedback through internal surveys.
BoxedAIA community of AI specialists
Project closedIn 2025, I created BoxedAI, a platform bringing together artificial intelligence specialists. A professional community formed around it. The project later closed. That is part of my experience as an entrepreneur, too.
The next chapter in AI
The idea began in February 2026The idea for Teamly emerged in February 2026. We initially explored it and discussed possible directions. Feedback from people in the industry helped clarify the concept. We later registered a company in the United States. Teamly is the next chapter of my story.
Visit projectSlicer Skill + MCP, CT-CHAT and Stanford Merlin: three projects for working with CT scans. Setup routes, hardware requirements, English prompts and lessons from our TotalSegmentator experiment.
11 min readA product model, a branded presentation, a sales report, and a website audit. Four English prompts, starter materials, and concrete checks for the results.
13 min readWhy an agent reads irrelevant files, selects the wrong skills, or keeps checking its work. Inspect the instructions, install two complete skills, and try a reproducible example.
12 min readThese are demo pieces for now. Author-written articles will be added before the journal launches.
My AI journey began in Kazakhstan in 2022. It led to open talks across Central Asia, a move to Dubai, tourist visits to Silicon Valley, and exploring hardware in Beijing and Shenzhen.
New writing, useful discoveries, and honest lessons. The kind of letters I would want to read.
