
I am driven by the challenge of making sense of vast data to create meaningful, intuitive user experiences. I thrive in high-stakes environments where AI/ML intersect with product, finding my flow in complex problem-solving.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Held analytical and operations-focused roles at Google, establishing a strong background in sales strategy and data insights.
Currently leads product relevance initiatives at Instagram, focusing on AI, machine learning, and advanced search systems.
Can provide expert guidance on merging technical machine learning capabilities with scalable consumer-facing product strategies.
🚀 Career trajectory
Analytical Foundation
Began by mastering data and strategy in sales operations at Google.
✦ Business Operations
✦ Data Analysis
Product Evolution
Shifted into core product management focusing on complex AI/ML infrastructures.
✦ Product Management
✦ AI/ML Integration
Current Relevance Focus
Currently directing product relevance labs at a premier social tech firm.
✦ Search Systems
✦ Relevance Labs
💪🏻 Superpowers
Algorithmic Intuition
Bridging raw data and product strategy
✦ Synthesize complex technical data into actionable product roadmaps.
✦ Design AI/ML models that drive core platform relevance.
✦ Translate technical constraints into customer-centric opportunities.
Market Scale Architect
Navigating high-growth product ecosystems
✦ Manage product life cycles within hyper-scale social environments.
✦ Implement search and discovery engines for millions of users.
✦ Optimize product architecture for stability and long-term engagement.
Operational Precision
Translating business intelligence into growth
✦ Utilize foundational sales operations rigor to sharpen product focus.
✦ Align cross-functional teams around key performance metrics.
✦ Balance engineering depth with clear business objectives.
I'm excited about
✦ Exploring advancements in generative AI and future-facing discovery tools.
✦ Connecting with peers in the AI/ML community to exchange technical insights.
✦ Identifying cross-industry applications for search and relevance technology.
I can help with
✦ Mentoring product managers on transitioning into AI-heavy technical roles.
✦ Advising on the integration of data science into product roadmaps.
✦ Sharing expertise on scaling search and discovery features in social platforms.
I would love your help on
✦ Gaining deeper insights into emerging trends in cloud computing and security.
✦ Connecting with experts building novel applications for LLM architectures.
✦ Learning about effective strategies for ethical AI development in consumer apps.