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Alexey Makarov

AI Enablement Lead  ·  Educator  ·  Practitioner

I lead AI enablement at SEFE Securing Energy for Europe — heading the AI Center of Excellence and working across AI strategy, adoption programs, and practical productivity use cases across the organisation.

A big part of that work is training. I design and deliver AI literacy programs for SEFE employees — including the Applied AI & Copilot series — helping people at all levels understand what AI can do for their work, and how to use it well.

Unreasonable AI grew out of the same impulse. I kept explaining the same things — what tokens are, why context matters, how hallucinations happen — and realised those explanations were useful far beyond any single organisation. So I started making short videos. The YouTube channel and this platform are the result — a structured curriculum for anyone who needs to understand AI without a technical background.

My background spans management consulting and corporate finance — leading teams at PwC and EY across Europe in Transactions and Financial Modelling — through to business and AI transformation at SEFE Securing Energy for Europe. That breadth, from financial advisory to large-scale technology adoption, shapes how I think about AI and why I focus on making it genuinely useful, not just impressive.

About this platform

Three content series, each with a distinct purpose — all connected by the same question: how do you actually understand and work with AI?

Notes on AI

A 92-episode curriculum explaining AI from the ground up — tokens, context, agents, hallucinations, and more.

Browse Notes →
Thoughts on AI

Reflections on trends and developments — what they mean for people who work with AI every day.

Browse Thoughts →
AI Enablement

How organisations actually adopt AI — strategy, governance, people, and implementation for leaders driving change.

Browse Track →

Professional background

SEFE Securing Energy for Europe GmbH

Now

AI Center of Excellence Lead / Senior Manager Transformation Office

2022Present

Gazprom Germania GmbH

Asset and Project Management, Senior Manager

20142022

reHeritage GmbH

Now

Business Strategy & Tech Advisor

2023Present

EY

Valuation & Business Modelling, Manager

20132014

PwC

Advisory Deals / Project Finance, from Intern to Assistant Manager

20062013

Get in touch

Questions, collaboration ideas, or just want to connect.

alexey@unrsnbl.ai

Occasional updates

When something genuinely useful appears on the site, I'll send one email. No regular cadence, no noise.