Explore widely. Think critically. Apply AI purposefully.
I use AI to explore complex problems, connect ideas across disciplines, evaluate possible approaches, and accelerate problem-solving. I focus on understanding where AI adds value, where it falls short, and how to use it effectively.
Redesign the work, not just the tools.
I look beyond individual tasks to understand how work flows through a system. I identify friction, unnecessary steps, and opportunities to integrate AI into real-world processes—making workflows simpler, faster, and more effective.
Turn AI capabilities into practical value.
I approach AI through the lens of business outcomes: productivity, cost, speed, quality, and better decisions. The objective is to move beyond experimentation and develop solutions that address meaningful operational and commercial problems.
Build for the real world, not just the demo.
I approach AI-enabled systems with attention to human judgment, reliability, and accountability. I consider how solutions should be evaluated, where safeguards are needed, and how people remain informed and in control when it matters.
Multi-Model Orchestration
One interface. Six AI providers. Users choose the task; the platform selects the model, standardizes outputs, and handles failover while preserving context.
Anthropic · OpenAI · Google · xAI · Mistral · Groq, plus open models (Llama, Qwen, Gemma, Nemotron) through OpenRouter
AI-Assisted Writing
Writer is an AI-assisted writing tool that transforms your basic outline into a complete document. It automatically researches your topic, drafts the content, and performs a truth audit to ensure factual accuracy.
SmartBid is a market intelligence tool for public procurement. It tracks and visualizes regional tenders across various sectors. The platform helps users identify bidding opportunities, monitor contract values, and track approaching deadlines.
AI at the point of work: reviewing hazards and controls on job safety analyses, briefing crews in their own language, and capturing evidence that every crew member was briefed before work begins.
Most teams have AI tools but get inconsistent results. The gap is not technical; it is how people interact with AI. Participants map where AI gives them the most leverage, write a personal collaboration protocol, deploy three to five workflows in their own role, and leave with a working playbook.
A three-course series for working professionals: AI strategy and decision making, AI adoption in operations and management, and entrepreneurship with AI.