Join Date
February 2025
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About Milan Shen
Milan is co-founder and Chief Product Officer at Centauri AI. Milan has expertise in Data and AI over 10 years with both research and product development. After obtaining a PhD in Statistics from Stanford, she led DS for Pricing and Forecasting powering over 1 million listings at Airbnb. More recently at Meta as a research scientist manager, she led the team to deploy Facebook Ads system’s first privacy-preserving AI solution (approx $0.5B+ yearly incremental revenue).
Companies & Work
Centauri AI
Centauri AI is a modern ETL and Data Science platform for banks and investment firms, starting with Structured Finance.
Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure.
Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals.
Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market.
Financial firms heavily rely on Excel, PDF, and PPT files to exchange complex asset details, leading analysts to spend hours crunching the files and extracting insights. Moreover, these data files and reports cannot be easily reused due to poor data infrastructure.
Powered by AI, our product cuts hours of data wrangling work down to minutes and makes it possible to query past data easily. This helps firms evaluate assets faster and win more deals.
Since launching last month, we've started a pilot with a brokerage team at a public investment bank that now uses our product daily. Aiming to serve over 100,000 investment teams needing complex data analysis for alternative investments, this opens up a potential $5 billion market.
