AI for Product Development

With a robust background in product management at top tech companies like Reddit, Discord, Slack, and Microsoft, I bring a wealth of experience in leveraging AI for product development. At Discord, I spearheaded machine learning-based initiatives that significantly boosted user engagement, while at Slack, I scaled enterprise adoption of Slack Connect, driving millions of monthly active users. My expertise lies in integrating AI to enhance user experiences and streamline product functionalities. If you're looking to harness AI to elevate your product development, let's connect and create a strategy tailored to your needs!

Welcome to my profile! With a Master of Science from Yale University and extensive experience leading AI-driven product initiatives, I am passionate about helping others break into the AI/ML field. As a Product Lead at Meta, I focus on developing and monetizing Video GenAI models, and previously, I spearheaded the launch of Coursera's LLM-powered AI tutor, which significantly enhanced learner engagement and success rates. My background includes leading product teams at Coursera and driving innovation in AI-powered platforms at EmployeeChannel. Whether you're looking to refine your skills or navigate the AI/ML career landscape, I'm here to guide you. Let's connect and chart your path to success in this exciting field! I write my AI PM learning here: https://liumelody.substack.com/

Growth-oriented product leader with 14+ years of experience building and scaling successful D2C and B2B products across high-growth startups and Fortune 500 companies, including leading AI-driven product areas at Uber. I specialize in helping aspiring AI PMs break in by leveraging my hands-on experience collaborating with applied scientists, managing ML models, and driving AI-powered product growth. Let’s work together to land your dream AI PM role or elevate your AI skillsets.

I've been an AI product leader and founder in tech for over a decade. As a startup investor, founder coach, and applied AI creator, I sit at the cutting edge of AI products -- obsessively trying new tools, getting early access to what's next, and deeply tied in with the research labs building the future. I help people build AI muscle with foundational models, agentic tools and AI agents, and both as end-users and builders in product development. If you want to become a top 0.5% AI power user, build an AI product the right way, or get your team AI-enabled ASAP, let's get started. Also, if you've been curious about Claude Code/Codex CLI (for code or non-code), image or video gen, MCP/A2A/RLHF, RAG/RL environments, fine-tuning, or automated workflows, we can get you going within session.

Welcome to my profile! With extensive experience as a Product Manager specializing in AI and platform development, I have a proven track record of leading innovative AI-driven projects at top companies like Practice Better and Housecall Pro. My expertise includes launching autonomous AI products, orchestrating AI interactions, and fostering an AI-first culture within organizations. At Indeed, I spearheaded international platform initiatives, enhancing product capabilities and optimizing user experiences. I am passionate about helping clients leverage AI to transform their product development processes and achieve strategic growth. Let's connect to explore how I can support your journey in AI-driven product innovation!

I'm a Senior Product Manager at Amazon with 12+ years of experience at the intersection of AI, data, and product. I've launched AI-powered ranking and personalization systems used by 100M+ customers, and built LLM-driven productivity agents that help internal teams cut through complex data to make faster, better decisions — all delivering $800M+ in measurable revenue impact. Working at the frontier of AI products has taught me what most courses can't: how to move from idea to shipped model, how to align ML teams around business outcomes, and how to build systems that actually scale. That experience has made me a go-to resource internally — I actively coach and train fellow PMs at Amazon on how to work more effectively with AI, integrate LLMs into their workflows, and think clearly about model tradeoffs. Now I want to bring that impact beyond Amazon's walls. The stakes are real: 71% of workers are concerned AI will threaten their job security, and AI skills are in demand at 3.5x the rate of average job skills. PMs who develop AI fluency now don't just stay relevant — they earn 15–20% more than their peers and lead the products that define the next decade. If you're ready to be in that group, I can help you get there.

With a background as a Copilot & AI Specialist at Microsoft, I have defined, negotiated, and closed high-impact AI partnership deals by consulting with C-Suite executives and senior technical leaders on AI adoption frameworks. My efforts have resulted in significant achievements, including leading multi-quarter AI projects, such as developing an Agentic extension for Copilot. My expertise extends to managing relationships with portfolio companies, integrating AI technologies, and leading cross-functional teams to enhance partnership success. Additionally at Microsoft, I have been recognized with the 'Living Our Culture Award' three times for demonstrating leadership skills and proactively initiating new projects. With a passion for technology, social impact, and continuous learning, I am dedicated to helping clients harness the power of AI to achieve their business goals.

I'm not just coaching on AI, I'm actively building with it. I use AI tools daily - across my work and personal projects. In work, I head up Product and Coaching for an AI-powered innovation assessment, and co-create products with clients navigating ambiguous, fast-moving environments. I wrote about the future of product management (including AI) as the co-author, *Next-Gen Product Management*, and I've spent the last few years making sure my clients' are keeping pace with how fast the landscape is shifting. Over 20+ years leading product at companies like Salesforce, Chan Zuckerberg Initiative, and SimplePractice, I learned that the hardest part of building great products was never the tools. It was the judgment, the prioritization, and the people. AI raises the stakes on all three. I coach product leaders on how to use AI to move faster and think sharper, without outsourcing the decisions that actually require a human. If you're trying to figure out where AI fits into your product workflow, or how to lead a team through that question, that's exactly the kind of work I do every day.

I have built an LLM based clinical reasoning tool adopted by over 30 medical, pa and np schools.

Welcome to my profile! With a robust background in product management and development, I bring a wealth of experience from leading roles at innovative companies like Included Health, Whatnot, and Flip. My journey has been marked by spearheading cutting-edge projects such as MagicOS, a self-service e-commerce platform, and developing seamless supply chain solutions at Curated. I hold a Master of Science in Health and International Development from the London School of Economics, where I was a Merit Scholar, and a Bachelor's degree from the University of San Francisco, graduating Summa Cum Laude. I am passionate about integrating AI into product development to drive innovation and efficiency. Let's connect to explore how I can help you leverage AI to transform your product strategy and achieve your goals!