AI Solution Design | Product Strategy & Implementation

Designed and deployed AI-powered solutions that improve your digital products, build new offerings, and transform operations for established enterprises and growth-stage companies.

A Breadth of Client Experience

Deep Industry Expertise

Designed and deployed solutions that improved existing digital products and launched new offerings for established brands and innovative startups. Work includes identifying capabilities that unlock competitive differentiation, redesigning internal workflows (sales, training, operations), and defining new revenue models. Outcomes: accelerated product innovation cycles, improved operational efficiency 20-40%, enabled new revenue streams. Clients: Google, Twitter, Salesforce, and others navigating the intersection of product strategy and AI-driven transformation.

Designed AI-powered solutions for Fortune 50 financial institutions and credit unions across consumer banking, wealth management, and emerging market segments. Work encompasses designing next-generation banking platforms (online banking, options trading, wealth advisors), validating new business opportunities, and designing AI integration strategies. Built: innovation methodologies for evaluating emerging technologies (blockchain, cryptocurrency, AR/VR, AI) and assessing impact on business models. Outcomes: faster time-to-market for new banking capabilities, improved customer experience across digital platforms, reduced operational complexity. Key insight: modern financial services success requires bridging product innovation with regulatory and operational constraints—a challenge I’ve navigated for decades.

Transformed media organizations from traditional models to digital businesses. Work includes designing long-term category strategies, developing digital product roadmaps, and creating internal alignment across legacy and innovation teams. Designed: communication strategies that preserve editorial integrity while enabling digital monetization. Outcomes: successful digital transition for traditional media players, improved audience engagement through personalization, clarified go-to-market positioning. Key insight: media transformation isn’t just about technology—it’s about helping teams embrace new thinking while maintaining their core values.

sDesigned and deployed AI-enabled fitness platform that integrate multiple technologies for measurable impact. Capabilities include machine learning for personalized training (adapting to individual performance), large language models for dynamic program creation, and computer vision for real-time form analysis and performance feedback. Outcomes: extensible mobile platform designed to help users achieved their fitness goals faster with personalized AI guidance; improved engagement through adaptive, AI-driven experiences. Also designed wellness and mental health applications that help users build positive habits through intelligent guidance and community connection.

Designed solutions that help mission-driven organizations maximize impact with limited resources. Work includes aligning product strategy with mission objectives, redesigning operating models for efficiency, and developing communication strategies grounded in network design principles. Outcomes: improved resource allocation efficiency, clearer articulation of mission impact to stakeholders and donors, stronger alignment between programs and strategic goals. Key insight: non-profits face the same strategy-to-execution challenges as commercial enterprises—clarity and organizational alignment unlock impact at scale.

No problem. I bring a methodology for rapidly understanding domain-specific challenges by leveraging your team’s expertise. My strength isn’t industry-specific jargon—it’s the ability to translate between business strategy, product design, and technical execution. If you’re trying to move from “we need AI” to “here’s our implementation plan,” I can help regardless of your industry.