TECHNOLOGY · IDEAS · CREATIVITY
I help business people use AI, automation and software to solve real problems—and make the know-how clear, practical and accessible.
SELECTED WORK · SES INBOX
A production email system for two domains, built with coding agents on AWS. A usable product, shaped by deliberate safeguards for sending, deletion and recovery.
Explore the projectA few thoughts before we begin…
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I’ve attached the project notes. We can use these as a starting point for our next conversation.
What would you change?
Filed in this address’s inboxAgents accelerated research, implementation and testing. I defined the requirements, reviewed consequential changes, challenged unsupported completion claims, and used the product to find what the checks had missed.
AI Agents
I replaced a hosted mailbox with my own mail system on AWS, built with coding agents, and had real mail flowing in production within days. The speed was not the interesting part. The interesting part was what the human had to do so that speed was safe: define approval boundaries, insist on evidence, and keep every irreversible decision in human hands.
AI Business Transformation
Leaders need to distinguish checkable conditions, contextual judgments and observed outcomes before treating an AI score as evidence of business value.
AI Product Strategy
Useful agent products need predictable spending, shared limits across the entire task, and a clear way to preserve progress when an allowance runs out.
AI Business Transformation
Designing an app makes agent coordination concrete: review the design system, data model and translations, agree shared interfaces, then verify code quality and web/mobile coverage.
Product management · 1 min 33 sec
A short introduction to four traits every product manager should focus on, presented by Mass DELAIRI.
Watch on YouTubeMaking difficult concepts easier to understand through writing, diagrams and creative explanation.
FOR STUDENTS
Free practice tests for high school students, starting with Grade 9 French. Choose up to 20 questions and read an explanation for every answer.
Try high school practice >IDEAS IN CONVERSATION
Practical AI, useful automation and clearer product thinking.
Explore speaking topics →I work at the intersection of technology, clear explanation and creativity. I build practical solutions for business people, while helping those who want to learn become more confident using technology themselves.
WORK TOGETHER
Finding company information. Automating repetitive tasks. Getting useful product feedback. Start with the problem you want to solve.
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