How can Retrieval-Augmented Generation (RAG) and Finetuning be used to develop AI assistants? We will talk about our findings and experiences creating and evaluating AI assistants.
We will discuss different approaches to build AI assistants with Retrieval-Augmented Generation (RAG) and fine-tuning. We will examine each method’s evaluation results, their effects on the relevance, similarity, and accuracy of the responses provided by AI models, and the conclusion drawn from our research.
Simon Shim is a distinguished professor in the Computer Engineering Department at San Jose State University (SJSU), where he plays a significant role in both research and teaching. With an extensive background, Professor Shim previously served on the editorial board of IEEE Computer (www.computer.org/computer) and was the area editor for Internet Computing for a notable […]
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Olivia has over twenty years in high-tech giants. She has led programs and teams from infrastructure optimization, features launch, future of work, and technology enablement. She is currently leading organizational effectiveness and AI enablement initiatives in Google Cloud. She enjoys orchestrating win-win partnerships, translating complex tech into business value, and driving measurable impact. Fluent in English, Mandarin, and Cantonese, she brings a global perspective and strategic savvy. Let’s connect and sponsor the next wave of AI innovation together!
Abhijeet Joshi, a dynamic Program Manager at Nvidia thrives on steering projects with critical timelines to success. Beyond his impressive professional role, Abhijeet wears the hat of a leader as the District Director of Toastmasters, showcasing his commitment to personal and professional development. Over the last five years, he has risen through the ranks, demonstrating his dedication to excellence and leadership prowess. However, beyond the corporate world and Toastmasters, Abhijeet’s true passion lies in giving back, making him a well-rounded individual dedicated to both professional achievements and community impact.
Sinan, Co-Founder of Meshki, brings over ten years of experience in shaping and elevating brands like Microsoft, Chevron and Crocs. Her expertise encompasses branding, presentation, motion graphics, web design, and development. She crafted over 30 corporate identities and elevated over 60 startups, seamlessly merging design and development strategies in diverse business environments. She has a proven track record of planning and executing event concepts across diverse project phases, enhancing brand storytelling, and driving growth.
Mahan, Co-Founder of Meshki, is a seasoned event organizer and chief creative with over two decades of experience crafting immersive brand narratives in experiential design and marketing. His expertise in melding creativity, strategy, and technology has led to transformative collaborations with esteemed brands like Chevron and Samsung. His track record includes organizing over 17 national and international tradeshow events and completing over 75 design-build custom tradeshow booths. It creates memorable experiences, boosts event attendance, and drives substantial sales. A pioneer in employing AR and VR, Mahan enhances the human experience in brand storytelling. His academic contributions further underscore his commitment to shaping the future of experiential marketing
and design.
