Our contributors are industry experts.

Cao (Danica) Xiao is the senior director and head of data science and machine learning at Amplitude. She is a passionate machine learning researcher and is currently leading Amplitude's machine learning team in building machine learning solutions for Amplitude products.

Finding ways to improve the customer experience across Support and Education.

Kate is a product manager at Amplitude focused on improving customer adoption. She's always looking for excuses to visit new places, learn new things, and eat unusual food.

Pulkit Agrawal is co-founder & CEO of Chameleon. He cares deeply about UX and enjoys translating user psychology into good product design. Previously he's worked on data analytics, growth and product for startups and studied Engineering at the University of Cambridge.

Marcus Akerland is a senior manager of digital marketing at Amplitude. Previously, he was a growth marketing manager at The Athletic and a digital marketing manager at AdRoll.

Nick Aldershof leads the analytics team for OkCupid. Throughout his career he's been focused on optimizing products with strong network effects in order to build healthy ecosystems and markets. He's passionate about using data science and analytics to optimize business operations and drive growth with novel insights and improvements in business strategy.

Konstantinos Anagnostou is a Senior Product Analyst at SmartRecruiters. He is a highly experienced, results- and data-oriented Senior Business Analyst / Project Manager with an excellent business understanding as well as team building and leading experience.

Ryan is on the Product Engineering team at Amplitude. He is passionate about building delightful user experiences and designing robust applications. Prior to Amplitude, Ryan worked as a frontend engineer at Yahoo, built some iOS apps, and studied at Georgia Tech.

Jan-Erik Asplund is a writer, biker, and part-time meditator based in New York City. He occasionally blogs at riskcapital.co.

Skyla R. Banks is Sr. Commercial Counsel within the Legal Department at Amplitude. In her role, she navigates complex transactions with precision and insight. Skyla utilizes her experiences as a Black woman attorney to help and inspire change through diversity, equity, and inclusion initiatives. She is the BLACC employee resource group's Co-Leader and an avid Peloton enthusiast.

Ganit Bar-Dor manages Technical Services & Success at Amplitude, working with companies to gain actionable insights and effectively manage their data. She has worn many hats within professional services and product teams, building, executing and consulting with customers. Ganit Bar-Dor graduated from Concordia University in Montreal, Canada, with a degree in Computer Science.

Katie is a principal product manager at Amplitude. She's focused on helping customers use the core Analytics product to gain user insights to build better products and drive business growth. Previously, she was a staff product manager at Gladly and a senior product manager at AppNexus. She's also worked in strategy & business development at Bloomberg and investment banking at Goldman Sachs.