Gen AI Day 5 Workshop

AI in the Logistic Industry and Hands-On LLM Applications

Day 5 of our Gen AI session has concluded, marking yet another day filled with insightful presentations and practical demonstrations. The focus for the day was on the application of Generative AI and in-database machine learning in the logistics industry, as well as a hands-on demo of creating applications using large language models (LLMs). The sessions featured esteemed speakers who shared their expertise and practical insights, enhancing the attendees' understanding of these cutting-edge topics in AI.

Session 1: Generative AI and In-Database Machine Learning in Transportation with Sivakumar Shanmugam

The day began with a keynote presentation by Sivakumar Shanmugam , a Data Architect in the logistics industry. His session explored the integration of Generative AI and in-database machine learning within the logistic sector, including a practical use case demonstration.

Key Takeaways from Sivakumar Shanmugam Presentation:

1. Introduction to AI in Logistics: The expert began with an overview of AI, explaining its significance and potential applications in the logistics industry. He discussed how AI can enhance operational efficiency, safety, and customer experience within the sector.
2. In-Database Machine Learning: The presentation delved into the concept of in-database machine learning, where machine learning models are integrated directly into the database systems. He highlighted the benefits of this approach, including improved performance, scalability, and streamlined data processing.
3. Use Case Demonstration: A significant portion of the session was dedicated to a practical use case demonstration, showcasing how Generative AI and in-database machine learning can be applied to optimize transportation logistics.
4. Future Directions and Innovations: He concluded his talk by discussing future trends and innovations in AI for logistics, emphasizing the importance of continuous research and development.

Session 2: Generative AI Concepts and Hands-On LLM Applications with Sri Kamani

The second half of the session was dedicated to a deep dive into Generative AI concepts and a hands-on demo of creating applications using large language models (LLMs), led by Sri Kamani from Object Automation Inc.

?Highlights from Sri Kamani Session:

1. Advanced Generative AI Concepts: The expert began with an exploration of advanced Generative AI concepts, building on the foundational knowledge covered in previous sessions.
2. Hands-On Demo: Creating Applications with LLMs: The session featured a comprehensive hands-on demo, where she guided participants through the process of creating applications using large language models. Attendees had the opportunity to engage in practical exercises, developing applications that leverage the power of LLMs for tasks such as text generation, and summarization.
3. Interactive Q&A and Discussion: The session concluded with an interactive Q&A segment, where attendees had the chance to ask questions and discuss the demonstrated applications. The interactive nature of the session fostered a lively discussion, with participants sharing their experiences and insights.

Conclusion

Day 5 of the Gen AI session was a remarkable success, offering a blend of theoretical insights and practical demonstrations in the fields of Generative AI and in-database machine learning. The presentations by Sivakumar Shanmugam and Sri Kamani not only educated but also inspired attendees, providing them with valuable knowledge and hands-on experience.

As we wrap up the fifth day, the insights gained and the skills developed will undoubtedly drive further exploration and innovation in the field of Gen AI. Stay tuned for more updates and insights as we continue to delve into the fascinating world of artificial intelligence.

Object Automation SRM Ramapuram Campus - Chennai Ganesan Narayanasamy Farhang Yazdani Arasu Sanjeevi Sameer Shende Sivakumar Shanmugam Sri Kamani Ramesh krishnan #GenAI #technology