AI for Product Development

Welcome to my profile! I bring firsthand AI product management experience from Google and NVIDIA, building products at the center of today’s platform shifts. At NVIDIA, I worked on AI Cloud Functions and backend inference strategy, aligning roadmaps and accelerating releases within the LLM ecosystem. At Google Ads, I led AI features that increased retention by 12% and drove roughly $40 million in incremental revenue, owning the full product lifecycle from user research to global launch. At Google Cloud, I managed optimization models influencing over $50 billion in AI infrastructure investment and presented insights to senior leadership. Trained at Bain & Company, I approach product interviews the same way I approach strategy by breaking down ambiguity, identifying the core constraint, and communicating with executive-level clarity. I help candidates sharpen their stories, deepen their product thinking, and clearly articulate measurable impact. In the age of AI, creative thinking and the use of new tools, including rapid prototyping and vibe-coding, are critical. I work with clients to demonstrate not just product sense, but the ability to quickly build, test, and iterate. If you are targeting AI or Big Tech PM roles, I will help you raise the bar and land an offer at your dream company.

I'm a Product Design leader with 13+ years designing and leading products at Meta, LinkedIn, Trainline, and now Quizlet, where I lead product design for AI and Growth initiatives. Over the past decade I've worked across consumer products, enterprise software, growth, marketplaces, trust & safety, and AI—from scaling products used by billions at Meta to leading the future of conversational search and AI-powered booking experiences at Trainline. I work with designers who want to: • Break into AI Product Design • Land Senior, Staff, and Design Leadership roles • Build stronger portfolios and case studies • Tell compelling stories during interviews • Design AI experiences beyond "chatbots" • Think strategically like senior product designers Whether you're preparing for interviews at companies like OpenAI, Anthropic, Meta, Google, or fast-growing AI startups, I'll help you sharpen both your craft and your strategic thinking. My coaching combines practical product design experience with hiring insight, leadership coaching, and real-world AI product development. I have coached numerous individuals in leveraging AI to enhance product design and development, ensuring they achieve their career goals. Let's connect and explore how I can help you innovate and excel in your product development journey!

I teach how to build and use AI agents to launch and scale your business. I also offer coaching for vibe coding and evaluating AI agent models in product management.

Your career is moving fast — and AI is making it move even faster. I'm here to help you keep up, level up, and stand out. With 20+ years across product management, operations, and AI transformation — including time leading product at LinkedIn and now as VP of AI Transformation at ActiveCampaign — I bring real, current experience to every coaching conversation. I've helped people land their first PM role, earn promotions, pivot into AI & full stack builder roles, along with building the confidence to lead in an industry that keeps changing. I don't do generic advice. I do your situation, your goals, and your next move. Ready to figure out what that looks like? Let's connect!

spent five years in product at Reddit, much of that time working on Reddit Search across ranking, relevance, experimentation, user experience, and ML-enabled product development. My background gives me experience translating technical capabilities into products that solve real user problems, defining what should be built, and making tradeoffs between user value, technical feasibility, and business goals. I’m also actively building with modern AI tools today. I use Claude and other AI platforms to prototype and develop an early-stage product, and I regularly build AI-enabled workflows using tools such as connectors, Projects, custom GPTs, and automation. I can help you identify high-value AI use cases, scope an MVP, design practical AI workflows, prototype ideas quickly, prioritize what to build, and avoid adding AI where it doesn’t actually improve the product.

I'm a PM on the new products team at GoFundMe, where I've shipped AI-powered features end-to-end: a multi-step generation pipeline for user-facing content, prompt systems tested against real user inputs, and an eval system that holds quality steady in production. I work in the actual mechanics of building with AI: scoping what an agent should do, structuring the pipeline, testing it against real inputs. And I know how this works inside a real org, where shipping AI means coordinating handoffs across Product, Design, and Eng. That's where most enterprise AI efforts stall. What sets me apart is that I build outside of work too. I've shipped several AI products solo with agentic coding tools: a fitness app, an AI image generator, a personal CRM, etc. I run a tight loop with AI at every step: write the spec, break it into tasks, execute with coding agents, then capture what worked and what broke in a file the agent reads next time. Each loop ships faster than the last. When I coach, I'm teaching the loop I run myself.

I help people understand, build, and use AI in practical ways. Whether you’re building an AI product, improving your workflow, exploring automation, preparing for AI/data roles, or figuring out how AI applies to your business, I can help you turn broad ideas into clear next steps. I’ve worked on technology across very different environments: the Olympic Games, startups, and AI implementations for real businesses. I’ve scoped projects, built tools, designed workflows, evaluated business cases, worked with technical infrastructure, and used AI hands-on across products, data, automation, LLMs, prompts, agents, and operations. My goal is to make AI feel less overwhelming and more useful. I’ll meet you where you are and help you move forward with more clarity, confidence, and practical judgment.

With over a decade of experience in product management and leadership, I specialize in guiding professionals through the intricacies of AI-driven product development. As the Founder & Principal of Product Labs Consulting, I have advised numerous organizations on AI product best practices, from strategy and vision to delivery and growth. My extensive background includes leading product design and management at Pluralsight, where I spearheaded initiatives that significantly boosted revenue and customer acquisition. I've also played pivotal roles in scaling product teams and launching successful products at companies like Canopy. Having coached 18 individuals, I am passionate about helping you harness AI to transform your product development process. Let's connect and explore how I can support your journey!

Welcome to my profile! With extensive experience in talent acquisition and recruiting for top tech companies like Meta, Intuit, and Zoom, I specialize in helping individuals break into the competitive fields of AI and ML. As a former Recruiting Director at Andreessen Horowitz, Intuit and Meta I have a deep understanding of what leading tech firms look for in candidates. My coaching is tailored to help you navigate the complexities of the job market, from resume building to interview preparation. Let's work together to craft a strategy that highlights your unique strengths and positions you for success in the AI and ML industries. Reach out to start your journey today!

With 12+ years in product management—from software engineer to Group PM at Google and Director at high-growth companies—I've navigated every stage of the PM career ladder and coached others to do the same. I've led platform products serving 50,000+ developers, driven $50M+ in business impact, and built PM teams from the ground up at companies like Eventbrite, BrightInsight, and Harness. My experience spans B2B, healthcare tech, developer tools, and AI products. What sets me apart: I'm actively in the arena—shipping AI features, defining strategy, and solving the same messy problems you're facing. I bring current, practical insights to help aspiring PMs land their first role and experienced PMs break into leadership.