Irina is a digital platform, AI-driven discovery, and growth leader who transforms complex, fragmented web ecosystems into scalable, governed, high-performing digital platforms. With over 15 years of experience across enterprise media, ecommerce, and content-driven organizations, she specializes in modernizing platform architecture, content systems, and discovery strategies to drive measurable audience growth, conversion performance, and sustainable scale.

Operating at the intersection of Generative Engine Optimization (GEO), search strategy, content architecture, product operations, and analytics, Irina leads cross-functional alignment across Editorial, Product, Engineering, Data, and Marketing teams. She translates business objectives and user behavior into clear platform roadmaps, governance frameworks, and operating models that enable organizations to grow efficiently while maintaining quality, trust, and performance.

Throughout her career, Irina has led large-scale platform transformations across ecosystems exceeding 100M URLs and 100K+ SKUs, rebuilt content and product discovery systems, and advanced AI-ready search foundations for brands serving millions of users monthly. Her work consistently delivers significant gains in organic growth, engagement, and conversion through experimentation, personalization, and modernized content and taxonomy frameworks.

Known for combining strategic vision with hands-on execution, Irina brings operational rigor and clarity to organizations navigating digital complexity. Her expertise spans GEO and AI discovery, enterprise SEO, ecommerce optimization, content governance, workflow automation, audience development, and performance analytics.

Based in New Jersey, Irina partners with organizations seeking to modernize digital platforms, strengthen AI-ready discovery foundations, and build scalable growth engines for the future of search and digital engagement.

✅ Selected Work

• Enterprise Platform Transformation
  Migration, taxonomy, and governance across a 100M+ URL property
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• Post-Migration Recovery & Stabilization
  Restored visibility and rankings after a large-scale migration failure
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• Discovery Optimization via Experimentation
  Navigation and IA testing driving +20% CTR
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• AI / AEO / GEO Readiness
  Structured content and entity modeling for AI-mediated discovery
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• Editorial Systems & Workflow Modernization
  CMS optimization and governance enabling faster, higher-quality publishing at scale
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• AI-Driven Product Discovery & GEO Optimization for Ecommerce
  Optimizing product and category content for visibility across AI-powered search and answer engines
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