The AI Engineers and AI Engineering Leaders have been working hard for the past 6 weeks building, shipping, and sharing production LLM applications at the open-source edge!

Each of the presenters has learned to leverage the patterns of RAG, agents, and fine-tuning to build projects including:

| Moderator: ”Dr. Greg” Loughnane | Breakout Room 1 | Judge 1: Laura Funderburk | Judge 2: Jonathan Hodges | | --- | --- | --- | --- | | Time | Project Name | Presenter(s) | Project Details | | 4:10- 4:25 PM PT | SafeMate | Cesáreo González Alvarez | An occupational health and safety assistant designed to serve construction field workers | | 4:25 - 4:40 PM PT | TicketCopilot | Noor Aftab | “No ticket left behind!” Meet your friendly AI product sidekick that helps on-call product managers understand, analyze and resolve tickets faster than ever before. | | 4:40 - 4:55 PM PT | ResearchPaper Simplify | Anurag Lahon | A RAG application chatbot used to answer questions based on research papers. It retrieves relevant papers, generates tailored answers, and recommend similar papers for further reading. | | 4:55 - 5:10 PM PT | MechAInic | Mark Tedde | Providing quick responses to questions that a mechanic has about a car, part, fix, or install while working on it. The days of manually searching and re-searching through manuals are no more! | | 4:55 - 5:10 PM PT | Investmembot | Vincent Kienzler | Investment memo generator (based on private financial data) for associates at VC private equity investments firms. | | 5:10 - 5:25 PM PT | SurvAIy | Amanda Vander Wal, Will Wetzel, Colin Davis | SurvAi Explorer is an agentic application that allows business users to analyze survey data by simply asking questions! This friendly chatbot is aimed at helping organizations get the most out of their survey data, when stakeholders ask open-ended questions - the types that have traditionally been very hard to analyze. | | 5:40 - 5:55 PM PT | FinTech Advisor | Mona Jam | This Financial Advisor give you a daily dose of the reviews your company is receiving, as well as your competitors. What is the world saying about your FinTech company? | | Moderator: Chris “The Wiz” Alexiuk | Breakout Room 2 | Judge 1: Milica Cvetkovic | Judge 2: Steven Gawthorpe | | Time | Project Name | Presenter(s) | Project Details | | 4:10- 4:25 PM PT | Technical Specifications Assistant | Wes Khan, Mitul Tiwari | Is it possible to ask complex, data-related questions in simple language and automatically return responses with the relevant technical data, mined from product technical specifications documents? Tech Specs Assistant says “Yes!” | | 4:25 - 4:40 PM PT | Build Responsible AI assistant | Bikram Maharjan | Is it possible to use AI to help make AI more responsible? This responsible AI assistant uses the guidelines, principles, and governance set by the leaders in the space such as Google, Microsoft, and OpenAI to guide you in creating safe and ethically sound AI products. | | 4:40 - 4:55 PM PT | Biomedical Research Assistant | Robert Eubanks | The vast amount of biomedical research information available in repositories like arXiv and PubMed, as well as on the internet, presents a significant challenge for researchers, healthcare professionals, and the general public seeking accurate and relevant information. This AI-powered knowledge discovery system addresses this challenge by leveraging advanced language models, retrieval-augmented generation (RAG), and an agent-driven approach to provide users with quick, reliable, and context-aware answers to their biomedical queries. | | 4:55 - 5:10 PM PT | Analyst GPT | Dipesh Singh | In the rapidly advancing business world, data is king, but its kingdom is often locked behind the gates of complex query languages. Analyst GPT streamlines data interaction irrespective of where your data is stored. It empowers you, the user, with conversational question-answering abilities you need to chat with your data, no matter where it’s located. | | 5:10 - 5:25 PM PT | Policy AId | Naveen Pandey | PolicyAid is your digital navigator, effortlessly guiding you through the maze of organizational policies and HR inquiries to quickly find the answers you need. | | 5:25 - 5:40 PM PT | Audit Assistant | Savrin Darash | Introducing an innovative auditing assistant application, powered by LLMs and Retrieval Augmented Generation, designed to streamline the verification process for auditors examining "Proxy" documents. | | 5:40 - 5:55 PM PT | MatchDayAI: Fantasy Insights at AI Speed | Simon Monk | MatchDayAI harnesses the power of advanced AI to provide Fantasy Premier League players with swift, data-driven insights, enabling you to make informed decisions and optimize your team's performance without sacrificing time from your busy life. It's your secret weapon to stay competitive in the FPL arena, effortlessly bridging the gap between casual play and expert strategy. | | Moderator: Sarah DeSouza | Breakout Room 3 | Judge 1: Eva Draganova | Judge 2: Tyler Laughlin | | Time | Project Name | Presenter(s) | Project Details | | 4:10- 4:25 PM PT | PetPal AI | Andrés Rubio | Your e-commerce pet shop chatbot assistant for the next time you’re looking to make the right purchase on Zooplus.com | | 4:25 - 4:40 PM PT | Nólë Storyteller | Debora Andrade | Nólë storyteller produces on-demand educational books for children. Based on an education topic chosen by the user, multi-lingual narratives featuring the topic can be built seamlessly! | | 4:40 - 4:55 PM PT | RN-PrepPro | Anjela McGraw & Lilly Bakalis | RNPrepPro utilizes Retrieval Augmented Generation for interactive Question Answering to aid nursing candidates to pass the NCLEX-RN exam. | | 4:55 - 5:10 PM PT | DesignboardAI | Michael Santo Domingo | Amplify and augment your product design concepts with your own AI design studio. | | 5:10 - 5:25 PM PT | NBA Stats Tracker: Warriors Edition | Arindam Ganguly | Unlock the Game: Dive Deep with AI-Powered Insights on the Golden State Warriors. | | 5:25 - 5:40 PM PT | AquaExpert: Industrial Water Treatment Advisory System | Ivan Herrera | A steep learning curve exists for entry-level water treatment technicians, and retiring experts often provide inconsistent advice. Addressing this learning curve and expertise gap is critical for maintaining high-quality water treatment services and ensuring environmental sustainability. AquExpert, an AI solution to this problem, promises enhanced efficiency, reliability, and uniformity in water treatment. | | 5:25 - 5:40 PM PT | Leveraging AI for Enhanced Career Management in Colleges | Akil Annamunthodo | Matches job descriptions with college programs to streamline the job posting process for Career Coordinators. |