Schedule a call with a Leland team member who can help you explore your options.
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This package is designed for candidates preparing to excel in AI Product Management recruiting interviews. It provides customized preparation to ensure you perform at your best during both product case and behavioral interview rounds. With expert coaching, you’ll sharpen your product sense, strengthen your knowledge of AI/ML concepts that PMs are expected to understand, and build the confidence needed to stand out in a highly competitive hiring process. Key components of this package include, but are not limited to: • Deepening your understanding of AI/ML fundamentals that PMs need (model basics, applications, tradeoffs) and how to discuss them with engineering and design teams • Framework development sessions to help you structure responses to product sense, execution, and strategy questions effectively • Mock product case interviews with detailed feedback, covering product design, metrics, prioritization, and go-to-market scenarios • Behavioral interview preparation to craft compelling stories that highlight leadership, cross-functional collaboration, and AI product experience • Industry and company-specific research to tailor your responses for big tech, startups, or AI-focused product teams • Techniques for communicating technical concepts clearly to both business stakeholders and engineers • Strategies for managing stress and maintaining composure during high-stakes interviews • Continuous improvement through iterative practice, debriefs, and personalized feedback loops By the end of this package, you will have sharpened your case and behavioral interview skills, developed a strong personal narrative as an AI Product Management candidate, and gained the confidence to perform at your best in interviews—positioning you to secure an AI PM role.
A customized interview prep plan for AI Product Management, including product cases, strategy, and behavioral prep
Mock interview feedback reports highlighting strengths and areas for improvement in both product and behavioral rounds
A refined set of product management frameworks and behavioral stories tailored to AI product roles
A company- and role-specific prep guide for your target AI PM opportunities
A personal narrative that clearly communicates your product vision, leadership, and AI expertise
Schedule a call with a Leland team member who can help you explore your options.
Schedule a call
Get help with AI Product Design, Scoping & Requirements, and .
Michael also coaches for Investment Banking, AI for Data & Analytics, and AI Automation & Agents. View all.

Joined October 2025
5.0
Build Better AI Products | Founder, Operator, and Coach
I build AI products from the ground up. As the founder of an AI-powered platform, I’ve worked across the full product stack: identifying user pain points, designing product flows, building MVPs, instrumenting analytics, iterating on retention, and refining monetization. I’ve also helped startups and small businesses build internal tools, data workflows, and AI-driven solutions, so I understand both what it takes to ship quickly and what it takes to make a product actually useful. My edge is that I bridge product, technical execution, and strategy. I can help with product definition, feature prioritization, user experience, AI workflow design, prompt-driven systems, data-backed iteration, and go-to-market thinking. My background includes cloud architecture, ETL tooling, analytics, NLP, LLM API-based products, and hands-on experimentation with what makes users adopt, retain, and pay. Whether you’re trying to go from idea to MVP, improve an existing AI product, or position yourself for AI product roles, I can help you build with much better judgment and speed.
5h - 10h of coaching