speaker-info

Avantika Karir

Avantika V.S. Karir is a DevOps Engineer at Rabobank, optimizing credit risk batch processing and enhancing operational efficiency through CI/CD pipelines, YAML, Bicep, and Azure DevOps within the nBIF platform. She has improved operational efficiency by working closely with various portfolios and facilitating smooth onboarding processes across Tribe Credit Analytics. Previously, she worked as a Product Owner in Rabobank’s Young Engineering Professional Program (YEPP), leading a team to develop ML-driven categorization models for the RATE Category engine and contributing to an Emergency Response Dashboard for geospatial decision-making. Avantika holds a bachelor’s degree in Artificial Intelligence from Radboud University, with a multidisciplinary education in AI, data science, psychology, and business administration. Her experience aligns technical solutions with business needs, ensuring smooth, scalable, and efficient credit risk batch runs. Committed to continuous learning, Avantika envisions a future where innovative technology and ethical AI development drive sustainable solutions, empowering businesses, and individuals to achieve their goals efficiently and responsibly.

My Sessions

Unpacking payment requests: improving categorization performance on non-standard data

Rabobank

Transaction categorization (identifying the “for what” of a given booking event) is a crucial building block in a bank’s financial decision-making. At Rabobank, transaction categorization empowers teams to fight economic crime, mitigate lending risk, and support customers’ financial health with relevant, accurate insights. In this presentation, we explore how better data processing and analytics can […]

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