Annabella Kadavanich
Annabella Kadavanich
Technical Customer Success Manager at Seimens
In addition to the talk below, Annabella Kadavanich will also be a panelist in Documentation, Git, and Project Management: Navigating Pain Points in Analytics.
Track: The Analytics Ecosystem
Beyond AI Models: Unleashing the Power of Data Quality for AI Effectiveness
We will delve into:
- Identifying and mitigating data biases, errors, and inconsistencies in real-world datasets.
- Implementing data cleaning and standardization pipelines for high-quality model training.
- Monitoring and improving data quality throughout the AI lifecycle, from ingestion to model production.
- Demonstrating the business impact of reliable data on AI model performance and accuracy.
- Exploring emerging data quality tools and best practices for scalable solutions.
This talk is perfect for aspiring data scientists, AI engineers, and business leaders looking to maximize the ROI of their AI investments through clean and reliable data foundations.
