GenAI Meetup: Chennai Chapter

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About the GenAI Meetup: Chennai Chapter

In this GenAI meetup, we will cover-

• Topic 1: Bespoke LLMs : Building and Scaling customized large language models by Logesh Kumar, Lead Machine learning Engineer at Saama.

• Topic 2: Can we prove Sam Altman wrong? by Rajeswaran Viswanathan, Head of AI CoE at Capgemini India

• Topic 3: Search Summarization using RAG by Vaishnavi Kandala, Principal NLP Scientist at Tiger Analytics.

Key Takeaways

Topic 1: Bespoke LLMs : Building and Scaling customized large language models

This talk will cover the benefits of building custom LLMs for enterprises, including the process of building custom LLMs, including data collection, preprocessing, training, and evaluation. We will discuss the different ways to adapt the open source LLMs for the enterprise needs.

Attendees will gain an understanding of how LLMs can be tailored to specific enterprise needs, and the benefits and challenges of building custom LLMs. We will also discuss how these custom LLMs can be scaled.

• Pros and Cons of building custom LLMs and what is realistically possible.

• Step-by-step demo of building custom LLMs for an example use case.

• Considerations for LLM size and latency trade-off.

• Best practices in efficiently scaling the custom LLMs.

Topic 2: Can we prove Sam Altman Wrong?

This promising talk delves into discussing the current state of the art techniques and algorithms to build a system better than GPT-4 aiming to challenge Sam Altman's assertion.

• How are LLMs measured?

• What are the weaknesses of GPT-4?

• What are the different teams in India trying to surpass GPT-4?

• Roadmap to prove Sam Altman wrong.

Topic 3: Search Summarisation using RAG

Search Summarization tool is based on Retrieval Augmented Generation which has the ability to answer any question from unstructured data sources such as PDFs, ppts, HTML, excels, and Word/text docs. It can be leveraged by contact or call center agents to answer user queries from policy documents, historical conversations, or claim notes and many more. 

It is developed using two key components: Retrievers and LLMs. 

• Overview of Search Summarization, RAG systems and its use cases

• Understand the Search Summarization tool using RAG system and its key components

• How it can be leveraged and structured based on the use cases.

• A quick walkthrough of the code pipeline

Venue and Location

Date - 23rd September, 2023

Time - 10:00 AM- 13:00 PM IST

Venue - Tiger Analytics, Chennai

Located at -  RMZ Millinea Campus 5

Address - RMZ Millenia Business Park 2, Campus 5, 2nd Floor, No. 143, Kandanchavadi, MGR Road, Perungudi, Chennai, Tamil Nadu 600096

Directions - Take me to the Destination

Speakers

 Logesh Kumar

• Lead Machine Learning Engineer at Saama

• A open source contributor of BigCode project by HuggingFace

• Creator of open source project Mutate: synthesizing data from LLMs.

  Rajeswaran Viswanathan

• Head of AI CoE at Capgemini India and Global GenAI leader

• Overall 28+ years of experience and head of AI CoE managing multiple solutions using Generative AI, ML and DL.

• Currently, handling a team of 200+ data scientists, delivering multiple mission critical solutions for clients in multiple sectors across the globe.
  
  
  

Vaishnavi Kandala 

• Principal NLP Scientist at Tiger Analytics and Ex-Elsevier

• More than 10+ years of hands-on experience in Data Science

• B.E and M.Sc, BITS Pilani.

Why You Must Not Miss GenAI Meetup?

Each Gen AI Meetup offers a gateway to endless possibilities in Generative AI. Here's what you can expect:

• Networking Opportunities: Connect with esteemed speakers and fellow Generative AI enthusiasts, fostering a network of like-minded individuals passionate about this captivating field.

• Learning and Knowledge: Deepen your knowledge and unravel the inner workings of Generative AI technologies, gaining valuable insights that empower your understanding.

• Stay Updated: Stay on the cutting edge of Generative AI as we bring you the latest happenings, trends, and breakthroughs in the field.
  
  

FAQs

1.What is Gen AI Meetup?

Step into the captivating realm of Generative AI with the Gen AI Meetup, an immersive offline series that takes you on a thrilling exploration. 

Our vibrant meetups showcase esteemed speakers, bringing their expertise to life through interactive sessions and engaging hands-on workshops. 

Be part of our regular, free meetups and join us on this exhilarating journey where innovation meets imagination!

2.Who is this Meetup for?

This meetup is ideal for all enthusiasts interested in learning and upskilling the knowledge in Generative AI and stay updated with the latest trends and technologies in Generative AI space. Expand your knowledge, network with like-minded individuals, and unlock the transformative power of Generative AI.

3.Is the meetup free of cost?

Yes, the meetup is absolutely free of cost.

4.What are the prerequisites for the meetup?

All you need is a fondness for Generative AI – that's your golden ticket! Oh, and don't forget to bring along your laptop for the hands-on part of the session.

5.Are the meetups recorded?

The meetups will not be recorded. So make sure you show up at the meetups!