Analytics Professional | Lifelong Learner
he/him
With a career spanning management accounting in Sri Lanka to business intelligence and analytics, Shehan Madusanka now specialises in data engineering and data platform management in Australia. When not building data platforms, you'll find him exploring the natural beauty of his home, camping in Tasmania, or experimenting with the latest tools and technologies in data.
Struggling with limited test data, privacy constraints, or the complexity of creating realistic datasets? This demonstration-focused session showcases how ML models and LLMs can revolutionise synthetic data generation for both application testing and AI model development. See a practical implementation using a synthetic data SDK from Hugging Face, learn pre-processing and post-processing techniques for production-ready outputs, and discover how reverse ETL pipelines can integrate synthetic data into your testing workflows. Walk away with actionable strategies to generate high-quality test data on demand.
