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My Expertise

With a strong foundation in AI strategy, market intelligence, and data-driven decision-making, I help organizations navigate the evolving landscape of Generative AI and enterprise innovation. My expertise spans developing multi-year AI roadmaps, conducting competitive analysis, building scenario models, and aligning cross-functional teams to deliver transformational solutions that drive growth and measurable business impact.

Enterprise AI Strategy & Transformation

Leads Fortune 500 companies in defining multi-year Generative AI strategies, synthesizing market and competitive intelligence, and building scenario models to guide investment decisions and product direction. Advises on monetization strategies, partnerships, and go-to-market approaches that unlock new revenue streams through AI.

Strategic Storytelling & Influence

Crafts clear, compelling narratives that translate complex AI insights into actionable strategies. Experienced in developing executive presentations, business cases, and data visualizations that build alignment, inspire action, and drive decision-making across C-suite and stakeholders.

Human-Centered Insights

Applies deep expertise in market research, customer understanding, and behavioral analysis to uncover insights that drive innovation and inform strategic priorities. Skilled in synthesizing qualitative and quantitative data to identify opportunities and shape differentiated value propositions.

Data & Market Analytics

Combines quantitative and qualitative methods—including predictive modeling, forecasting, market research, and sentiment analysis—to uncover insights that inform strategy, prioritize opportunities, and measure impact. Skilled in Python, SQL, and visualization tools to create data-driven dashboards and executive-ready analyses.

Cross Functional Leadership & Collaboration

Experienced in collaboration across product, engineering, design, marketing, and sales. Builds alignment among diverse stakeholders and creates strategic momentum to deliver high-impact initiatives in matrixed, global organizations. Skilled at driving clarity and shared ownership.

Product Innovation & Execution 

Translates AI strategies into actionable roadmaps, prototypes, and scaled deployments. Oversees the development, launch, and continuous improvement of AI-powered products, balancing user needs, business goals, and technical feasibility.

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Clients Served

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© 2024 by Winnie Wu.
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Phone

312.813.8868

Email

Location

San Francisco Bay Area

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