Understand AI and technology — without hidden gaps or magic
One-to-one lessons for students, early-career specialists and adults. We diagnose the current level, build a personal route and focus on practical results.
Learning tracks
Start with one difficult topic or build a structured multi-month path.
AI Foundations
Understand how modern AI systems work, choose models wisely, and use them confidently for study and work.
→AIPrompt Engineering & Model Workflows
Move from ad-hoc prompts to reproducible prompt patterns, evaluation criteria and multi-step workflows.
→CodePython for Study & Practice
Close programming gaps and move from syntax to useful scripts, APIs, data processing and automation.
→DataData, SQL & Analytical Thinking
Learn to ask the right questions, write SQL and turn tables into clear, defensible conclusions.
→WebWeb Development: Page to Service
HTML, CSS, JavaScript, HTTP and server logic without magic, ending in a deployable project.
→Advanced AIAI Agents & Automation
Design multi-step AI workflows with tools, memory, checks and safe automation.
→IntegrationsAPIs, Integrations & Process Automation
Connect services using REST, JSON, OAuth, webhooks, queues and reliable integration patterns.
→InfraDatabases, Linux & Cloud Infrastructure
Practical developer foundations: PostgreSQL, Linux, Docker, networking, deployment and cloud concepts.
→SecuritySecure Development for Programmers
Not a hacking course: practical engineering basics for secrets, access, validation, OWASP thinking and safer deployment.
→StudentsStudent Gap Recovery & Project Support
A personal recovery track for students who are behind, struggle with labs or need to rebuild fundamentals without having work done for them.
→Built for students with knowledge gaps
We do not just explain a chapter. We find where understanding broke and rebuild the foundation.
- diagnostics for a specific course or skill
- calm explanation of difficult topics
- preparation for labs, coursework and defense
- a portfolio built from your own projects, not outsourced answers
How learning works
- Diagnostics and gap map
- Short theory only when needed
- Practice on real tasks
- Error review and repetition
- Final project or measurable skill
Formats & pricing
Introductory pricing for one-to-one learning. The final route is confirmed after diagnostics and paid by invoice.
45 minutes: goals, current level, gap map and a recommended route.
60 minutes on a chosen topic, one-off or recurring.
8 lessons + self-practice plan + progress review.
16 lessons for systematic gap recovery and project practice.
24 lessons with a complete track and checkpoint assessment.
48 lessons with deep progression, projects and portfolio.
Payment by invoice. Service provider: Individual Entrepreneur Marina Nikolaevna Kapachinko. Full legal details are provided in the invoice and agreement.
Send an application
Tell us what is difficult now or what you want to learn. We will propose a suitable track and duration.
Payment by invoice. Service provider: Individual Entrepreneur Marina Nikolaevna Kapachinko. Full legal details are provided in the invoice and agreement.