Aleksandr Toshchev · Speaker
Real-world deployments, failed assumptions and economics. How AI changes business, software development, management and education.
What I speak about
I do not retell ChatGPT news or sell futurism. I explain what works in real companies, why AI pilots stall, and how to make decisions without technological euphoria.
Topics
The subject and level of detail are adapted to the industry, audience and event format.
For executives, product teams and corporate learning programmes
Outcome A practical map for evaluating an AI initiative before launch.
For leaders, lecturers and teams working with AI every day
Outcome Practices for using AI without losing critical thinking.
For clients, architects and implementation teams
Outcome A realistic model of project stages, constraints and control points.
For industrial, retail and operations teams
Outcome Where computer vision creates value — and where it becomes an expensive demo.
For CTOs, architects and engineering teams
Outcome A model of changing roles, processes and engineering control.
For universities, schools and corporate learning
Outcome Principles for redesigning learning without bans or self-deception.
Approach
Data, infrastructure, security, support and economics — not only model capabilities.
Business, engineering and research in one decision framework.
Content and technical depth change for executives, engineers, lecturers or students.
The audience leaves with models, verification questions and concrete next steps.
Formats
English or Russian · online or in person · adapted to the industry
Talks
Lectures and discussions on AI for business, education and wider audiences.
How work and education will change: AI agents, cognitive risks, and the new role of the lecturer.
A public lecture on the limits of AI and the human role in decision-making.
Challenges, achievements and implementation practices — from idea and pilot to production.
Neural networks, CNNs, Transformers and SNNs — an accessible explanation of how modern models work.
KFU Summer University and the public lecture “AI in Plain Language”.
Media kit
Contact
I will suggest a topic and talk structure.
Email Aleksandr