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Conversational AI Platform
Led product strategy for an enterprise conversational AI platform, defining the roadmap from intent classification to multi-turn dialogue. Reduced customer support costs by 40%.
Product Manager & AI Strategist
Where product vision meets artificial intelligence — building frameworks that ship meaningful AI experiences at scale.
View Selected WorkI'm a product manager who speaks fluent AI. I bridge the gap between machine learning research and products people love to use.
With a background spanning product strategy, data science, and UX research, I specialize in translating complex AI capabilities into clear product roadmaps. I've shipped AI-powered features to millions of users and led cross-functional teams through the unique challenges of building with non-deterministic systems.
Led product strategy for an enterprise conversational AI platform, defining the roadmap from intent classification to multi-turn dialogue. Reduced customer support costs by 40%.
Designed and shipped a predictive analytics suite using time-series forecasting models. Enabled business users to make data-driven decisions with 92% forecast accuracy.
Owned the product vision for a generative AI content platform. Managed the full lifecycle from prompt engineering to responsible AI guardrails, achieving 3x content throughput.
Spearheaded an automated visual inspection system for manufacturing. Coordinated ML engineers, domain experts, and operations to deploy real-time defect detection at 99.2% accuracy.
Translating business objectives into AI-first product strategies with clear milestones and measurable outcomes.
Crafting and optimizing prompts for LLMs, building evaluation frameworks, and designing reliable AI workflows.
Defining success metrics, designing A/B tests, and building feedback loops for continuous model improvement.
Leveraging analytics, user research, and model outputs to make informed product trade-offs at every stage.
Embedding fairness, transparency, and safety into AI products from ideation through deployment and monitoring.
Aligning engineers, designers, data scientists, and stakeholders around a shared AI product vision.
“The best AI products feel inevitable — not because the technology demanded them, but because human needs were understood so deeply that AI became the natural answer.”
Like architecture, great AI products require a sound blueprint. I invest in problem framing before jumping to solutions.
Technology serves people. Every model, every feature, every metric ties back to a real human outcome.
AI products are living systems. I champion iterative delivery with tight feedback loops and honest evaluation.
Interested in collaborating on AI-powered products?
Let's build something remarkable together.