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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
Coaching delivered via live sessions and .
Services included:
Technical Interview Prep
Behavioral Interview Prep
Schedule a call with a Leland team member who can help you explore your options.
Schedule a call
Foundations of AI product leadership
Starting at $707.755h+ of coaching
Expert help on everything from getting the interview to landing the offer.
Starting at $1,34110h+ of coaching
Expert coaching to elevate your skills and achieve your AI/ML goals.
Starting at $1,34110h+ of coaching
Get help with Skill Building, Cover Letters, and .
AJ also coaches for AI Productivity & Tooling and AI Careers. View all.

Joined October 2025
5.0
Break into PM for AI/Agents 🚀 | ex C3 AI, Berkeley, Fastino ($25m raised)
I'm an AI Product Leader with deep hands-on experience launching AI products from 0-to-1. - Launched LLM API platform @ Fastino - Launched PII redaction agent @ Fastino - Launched AI for sales forecasting, supply chain optimization, anti money laundering, and lending products @ C3 AI ✅ Deep experience in PM fundamentals: agile development, roadmapping, user research, design thinking, product strategy, stakeholder management, and more AND ✅ Deep experience in AI fundamentals: LLMs, agents, RAG architecture, workflow automation, encoders vs decoders, alternative architectures to transformers AND ✅ Deep experience at the intersection of AI + PM: how to design AI products, how to test and evaluate AI products, how to align AI products to user needs My path to AI Product wasn't traditional. I started in finance as a quant (AI before it was called AI 😉) before pivoting into product management. I earned my MBA from UC Berkeley Haas, where I founded the university's first major AI conference. This unique background gives me a bridge between technical depth and business strategy—and I'm passionate about helping others navigate similar career transitions. I'm hands-on with both the strategic and technical side: I've run end-to-end AI evaluations, fine-tuned models, launched AI-first products from scratch, and built scalable AI workflows for production. Whether you're pivoting from finance, consulting, or engineering, or you're already in product and want to break into AI, I can help you get there.
5h+ of coaching