GenAI Meetup:Hyderabad Chapter

About the GenAI Meetup: Hyderabad Chapter

In this GenAI meetup, we will cover 3 topics mainly-

• Preventing Factual Errors in the Enterprise By Using LLMs with Pre-Curated Knowledge Bases and Reasoning Systems by Dr.Vikas Agrawal, Consulting Data Scientist at Oracle

• Building a Copilot using Sensitive Enterprise data: Insights from Real-world experience by Arun Prakash Asokan, Associate Director Data Science at Novartis

• Data Governance in Generative AI by Dr.Venu Gopal Jarugumalli PhD, Deputy General Manager at ZF Group
  
  

Key Takeaways

Topic 1: Preventing Factual Errors in the Enterprise By Using LLMs with Pre-Curated Knowledge Bases and Reasoning Systems

• Challenges in trustworthiness with integrating LLM in Enterprise workflows

• Specific techniques used in solving a specific use case to get trustworthy results

• Review of broader set of techniques being developed in the field including handoffs to subsidiary applications, knowledge driven fact checking etc. 

Topic 2 : Building a Copilot using Sensitive Enterprise data: Insights from Real-world experience

The audience will take away the insights of real-world experience in building a Finance Copilot.

• How to mitigate the risks of exposing sensitive enterprise data when working with non-open-source Generative AI models like ChatGPT and GPT-4?

• “Talk-to-Flow” – How to communicate with complex process diagrams (flow charts) with several interconnections? How to pre-process the data to get it ready for GenAI?

• How to build a question-answering system that will dynamically talk to multiple data sources depending on the nature and complexity of the questions?

• How custom tools, and agents coupled with multiple advanced prompt engineering techniques like Prompt Chaining, Automatic Multi step reasoning and tool (ART), Tree of Thought (ToT), Retrieval Augmented Generation (RAG) etc, with prompt templates help in improving the quality of output?

• How to add citations & relevant facts to improve the credibility of the AI output?

• How to prevent hallucinations in a Large Language Models (LLM)?

• What practical technical challenges are faced in building the Finance Copilot GenAI solution?

Topic 3: Data Governance in Generative AI

In this session, you will learn how to-

• Ensure high-quality, diverse data is crucial for GenAI systems with live examples.

• Safeguard data privacy and security discussing real-world cases can highlight its importance.

• Explore ethical AI practices and transparency in decision-making with live examples demonstrating ethical challenges and solutions in AI systems and much more.

Venue and Location

Date - 23rd September, 2023

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

Venue - Golden Jubilee Conference Hall, JTBI, Ground Floor, New Admissions Block, JNTUH Kukatpally Campus.

Address - F9VR+8H2, Ashok Nagar, Kukatpally Housing Board Colony, Kukatpally, Hyderabad, Telangana 500085

Directions - Take me to the Destination

Speakers

Dr.Vikas Agrawal, Consulting Data Scientist at Oracle

• Role: Design, develop, and deploy AI applications in ERP, SCM, HCM, CX, MFG

• Top 10 Data Scientists Award from Analytics Vidhya

• Electrical Engineer turned Computer Scientist from IIT Delhi

 

Arun Prakash Asokan, Associate Director Data Science at Novartis

• A distinguished Data Scientist and AI leader with 15+ years of experience.

• Building GenAI powered copilots on sensitive enterprise data

• Delivered 25+ tech talks, keynotes, webinars, and workshops on Generative AI

 

Dr. Venu Gopal Jarugumalli PhD 

• DGM AIML -Products- Projects & People @AI Factory ZF Data Science

• Data Scientist with more than 18+ years of experience.

• A Strategic Analytics Pioneer, secures a 'seat at the table' with senior executives.

 

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!