Data on Steroids: Supercharging Models with Transformative Augmentation
12 Jun 2025
Data Excellence Stage

- With AI systems pushing the boundaries of automation and intelligence, the demand for high-quality, unbiased datasets is more critical than ever. This session explores advanced data augmentation strategies designed to eliminate bias, improve model accuracy, and uncover actionable insights that drive smarter AI decisions.
- Learn innovative methods for scaling augmentation without overburdening compute resources, transforming imbalanced datasets into powerful assets for complex applications.
- Hear proven strategies in action, from fraud detection systems neutralising threats to voice data augmentation revolutionising conversational AI and cloud solutions making augmentation scalable and effortless.
- Beyond Pre-training: Unlocking the “Data Advantage”
- Navigating the Generative AI Workflow
- The Great Debate: Fine-Tuning vs. RAG vs. Hybrid
- The Rise of Small LLMs (SLMs) and Enterprise Brains
- Architecting the Mind of an AI Agent
- The Responsible AI Layer: Augmenting with Guardrails
- MCP as an emerging trend in augmentation
- Key Takeaways & Open Conversation
Speakers
Pass Type
VIP All Access Pass,Delegate Pass,Start-up & Investor Pass,Academic Pass,Press Pass
Content Focus
Strategy
Session Type
Panel Discussion
Session Focus
Strategy
Session Keyword
Data and AI Infrastructure