seminars
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Publication date: 29 de April, 2025Industrial Applications of LLMs
This lecture covers recent advances in large language models (LLMs), with a focus on embeddings and real-world applications. We’ll examine improvements in model architecture, training methods, and how embeddings power search, classification, and reasoning. The industry section highlights LLM integration in finance, customer service, and logistics, along with challenges like cost, scalability, and interpretability. The talk bridges technical concepts with practical deployment insights.
| Date | 08/05/2025 2:00 pm |
|---|---|
| Location | DI Seminars Room and Zoom |
| Host Bio | Dr. Aistis Raudys is a professor at the Faculty of Mathematics and Computer Science at Vilnius University, where he teaches courses on algorithmic trading, robotics, and lectures on large language models (LLMs) for computer science students. He earned his PhD from Vilnius University by developing feature extraction methods from multivariate data. Dr. Raudys is the CEO and co-founder of AAI-Labs, an artificial intelligence startup focused on voice recognition, risk assessment, and transport optimization technologies. He also manages the “Algorithmic Trading Portfolio,” the first fully automated trading fund in the Baltic region. With previous research experience at Deutsche Bank, Société Générale, and BNP Paribas in London, Aistis combines academic depth with industry expertise. His interests include financial engineering, robotics, automated trading, and artificial intelligence. He is the author of over 50 scientific publications and a certified expert for MITA. |