Pooja is a Data & AI Cloud Solution Architect at Microsoft, specializing in Generative AI. In her role, she focuses on driving operational excellence and innovation as well as providing strategic guidance to stakeholders across the value chain. Pooja has extensive experience in AI/ML technologies and has implemented solutions at scale in sectors such as Automotive, Manufacturing, and Government. Previously, she worked as a Senior Consultant at MHP-Porsche and as a Lead Data Scientist at Bosch Power Tools. In these roles, she played a key role in shaping the convergence of technology and business strategy. In addition, Pooja spearheaded the development of advanced NLP pipelines by leveraging Generative AI and Large Language Models. She also served as a technical advisor to the Government of India, advocating for the strategic integration of data analytics in entrepreneurship and skill development initiatives.
e• Gen AI-Driven Innovation: Potential of Gen AI frameworks and tools and their capacity to
revolutionize industry landscapes
• Agentic RAG: Its distinction from the conventional RAG, integration into existing systems,
and strategies for deployment
• Multimodal LLMs & SLM: The latest advancements in MLLM. The significant influence of
smaller models like SLM and Microsoft’s role in reshaping the AI model domain
• GraphRAG: A novel approach that enhances the traditional RAG by incorporating graph-
based data structures, how it augments the model’s decision-making process and
various framework
This panel discussion aims to provide a comprehensive exploration of the limitations of generative AI (Gen AI) technology, focusing on the ethical, technical, and practical aspects. Industry experts will share insights, best practices, and cautionary tales to help attendees navigate the complex landscape of generative AI.
• Technical limitations of generative AI: Computational power and resource limitations,
challenges in model accuracy and reliability
• Best practices for responsible development and deployment
• Common pitfalls and mistakes to avoid
Check out the incredible speaker line-up to see who will be joining Pooja.
Download The Latest Agenda