Irina Kukuyeva, PhD
AI diligence
at Kukuyeva Consulting
Dr. Irina Kukuyeva is a business operations-focused technology leader who helps companies understand and unlock customer behavior and feedback loops to build scalable, profitable companies with market fit.
She has collaborated with over 100 companies and is a frequent speaker on the topic of building and scaling companies with product-led growth and AI, most recently for Slauson & Co.
She’s invented and implemented algorithms on a global scale, led global data and AI teams, and taught graduate students best practices for developing real-time AI algorithms.
Irina mentors over 100 start-ups a year at many accelerators, including Techstars, the Founder Institute, and the UCLA Venture Accelerator.
She is an advisory board member for a pediatric MedTech accelerator (CTIP) and the UCLA Master of Data Science program.
She holds a PhD in Statistics from UCLA, where she invented a novel image compression algorithm for her PhD thesis — and found similarities between two storms on Jupiter, a finding confirmed by NASA Juno’s mission years later. It is now a special case of the many popular AI models today.
Articles by Irina Kukuyeva, PhD

Navigating the AI Sales Tools Landscape To Grow Your Startup With Blue Bowen
We had the privilege of hosting, Eugene “Blue” Bowen, Research Principal from G2, one of the leading software marketplaces and review sites that cover a broad range of B2B solutions....

Compensation Benchmarks for Early Stage Startups with Peter Walker
In this Mucker Growth Session, Peter Walker from Carta reviews insights and compensation benchmarks for early stage startups gathered from Carta’s extensive dataset of nearly 50,000 startups. In the evolving...

Legal 101 For Startups with Amanda Busch
In this Mucker Growth Session, Amanda Busch, General Counsel at Mucker, discusses the legal basics founders should consider when building their startup. Link to Slide Content: Mucker Growth Series –...

Buyer Journey Framework – The Secret To B2B Go-To-Market Success with Tony Yang
In this Mucker Growth Session, Tony Yang, Head of Growth at Mucker, walks through using a buyer’s journey framework to improve your customer’s experience and your conversion rates. Common Buyer...

Annual Financial Planning Best Practices for Startups with Debbie Rosler
In this Mucker Growth Session, Debbie Rosler from Burkland reviews best practices for building a startup annual financial plan. Objectives of Financial Planning for Startups There are 6 key objectives...

Creative GenAI Applications to Fuel Early Stage Startup Growth with Rosemary Brisco and Bob Mitton
In this Mucker Growth Session, Rosemary Brisco and Bob Mitton, renowned consultants in the AI field, focus on how startups can utilize AI to enhance growth and efficiency across various...