GenAI for Financial Analysis (YuSight: Yubi's GenAI Suite for Banking)

About

We explain step by step how we leverage Gen AI to generate highly intelligent and well-interpreted financial analysis and commentary for decision-making. The process consists of data standardization, normalization, computing ratios, the RAG layer, prompt engineering, and generation. We also will explain the importance of domain expertise and HIL(Human in the loop) in large-scale Gen AI solutions.

Key Takeaways:

  • Learn how to adapt Generative AI for domain-specific use cases. 
  • Key components in LLM application development. 
  • What are RAG systems, implementation, & Evaluation strategies? 
  • Understand how domain expertise plays a role in prompt engineering. 
  • LLM limitations in logical reasoning and how to improve it in financial use cases.
  • Custom evaluation metrics to gauge LLM performance.

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