Writing
9Research published with BCG and the BCG Institute, and practical write-ups on Medium.
The Corporate Strategy Function in an AI-First World
Roughly 80% of strategy work is exposed to AI.
Why CEOs Need to Prepare for AI-Only Rivals
Rivals run entirely by agents will undercut you and never stop adapting.
The Transformation Paradox
Most companies stall while transforming, a few grow through it.
Five Truths (and One Lie) About Corporate Transformation
Only 26% of corporate transformations created value over two decades.
Is AI the reason we’ve never met any aliens?
Alignment failure may be the filter that stops civilizations.
Projects
3Built and run on my own time.
Agentic workflows, skills, and systems
2A collection put together over the past few years.
Agentic SEO Ops
Took my sites from zero to 500 clicks and 15,000 impressions a day in three months.
Operator Skill Forge
Turn the prompts you keep retyping into installable agent workflows that run the same way every time.
Experience

Business Administration and Computer Science
Jan to July 2026
Applied AI Project Leader
Corporate Finance and Strategy practice. Led a team of five applied AI engineers across multiple concurrent agentic platform and tool builds.
2025
Researcher and AI Data Engineer, BCG Institute Strategy Lab
Published on the corporate strategy function in an AI-first world, AI-only firms, and corporate transformation.
2022 to 2025
Consultant
Corporate strategy, transformation, and M&A casework, alongside GenAI product ownership on two client-facing tools.
Founder, health and beauty brand
Built and ran the brand to $15K a month in revenue.
About
At BCG I was Applied AI Project Leader in the Corporate Finance and Strategy practice, overseeing multiple concurrent agentic platform and tool builds. As the first promoted lead on the Applied AI team, I helped grow it from ~ten people to over a hundred, running dozens of interviews and co-designing our talent pipeline.
Upskilling was a large part of the job and it is some of the work I enjoy most. I designed and led GenAI training for senior leaders in both large-group sessions (50+ colleagues) and one-on-one coaching and was one of twenty people across BCG asked to help run these sessions at the annual partner conference.
As an ambassador at the BCG Institute's Strategy lab, I worked as a researcher and AI data engineer. My published work there covers the corporate strategy function in an AI-first world, the rise of autonomous AI-only firms, and empirical studies on corporate transformations.
On my own time I test that research at small scale, building and growing SaaS products and physical brands and pushing how much of the operating work agents can own, from customer acquisition and support through analytics and daily operations. Before consulting I ran a health and beauty brand at $15K a month in revenue.
When I'm not working, you can find me playing Chess, studying languages, cycling and playing sports with friends, or scheduling my next international trip!
Working areas
- AI agents and multi-agent orchestration
- Agent and LLM evaluation
- AI governance and human-in-the-loop controls
- Context engineering
- MCP and enterprise data integration
- Workflow automation and process redesign
- Enterprise AI strategy and operating models
- Generative AI transformation
- Corporate strategy and M&A
- GenAI upskilling for senior leaders and technical teams