AI and LLM in .NET: Transforming Big Data Analysis

In a recent large-scale .NET project, we tackled the challenge of analyzing nearly 1 billion records stored in a database. The data encompassed various details about individuals, requiring the system to generate comprehensive reports, including connections and economic scoring. Traditional manual analysis by specialists could take days for a single individual. To overcome this, we implemented an AI-driven solution powered by a Large Language Model (LLM).

After training the model and integrating it into the system, the AI now delivers reports that are up to 80% more accurate than manual reviews. This session will explore our journey in designing, training, and deploying AI in a .NET environment, addressing challenges, optimizing performance, and achieving transformative results.