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Workshop overview covering what Service Weaver is, its concepts, and how to develop, deploy, debug, and monitor a Service Weaver application. Includes a hands-on activity.

Open-source is helping AI become more aligned, trustworthy, accessible and creating opportunities at a scale we’ve never experienced before. The future of AI is open and bountiful… will you be a part of it?

Synopsis: Embark on an enlightening journey with Noble as he tackles the challenges of integrating Large Language Models (LLMs) into enterprise environments. Understand the inherent unreliability of these models and explore innovative solutions, ranging from vector databases to prompt chaining, that aim to enhance the trustworthiness of LLMs in crucial applications.

Delve into the fascinating realm of visualization generation with LIDA, a tool that seamlessly integrates LLMs and Image Generation Models (IGMs). Victor will explore the challenges, designs, and innovations in the world of LLM-enabled visualization tools.

Navigating the development of an assistive indoor technology for the visually impaired, my PhD journey intersected with Google's advanced tools. Tasked with optimizing location accuracy on budget smartphones, I integrated methodologies reminiscent of those in autonomous vehicle systems. The application utilized TensorFlow Lite's version of YOLO from GCP for obstacle detection, enhanced with transfer learning to widen object recognition capabilities. Google's text-to-speech and speech recognition APIs became pivotal, filling the gap in my resource constraints. This talk underscores the power of leveraging accessible tools in creating impactful, innovative tech solutions, while offering insights into the practical challenges and successes of my endeavor.

Explore how Large Language Models (LLMs) are bridging the gap between human thought processes and discrete digital operations. Allen will provide insights on using LLMs for tasks such as SQL queries, creating search embeddings, and generating human-friendly responses.

Maddie is a Sr. ML / Research Engineer in industry, published author and seasoned open-source AI leader, with 6+ years of experience in ML R&D. Her areas of interest include generative models, NLP and Human <> AI interactions. She was also a 2x startup founder, a Blockchain educator/researcher, Founder of Women Who Code - Data Science, and technical advisor to various startups and Di…

Roya is a research scientist who is passionate about advancing artificial intelligence technologies. She is particularly interested in computer vision and pattern recognition and has developed machine learning solutions for various applications, including healthcare, assistive technology, and security. Roya is also an advocate for women's rights. She is a Google Women's Techmaker Ambassa…

Kirsten Lindsay Bohme, Team Member

I am currently responsible for driving modernization, innovation and engineer experience agenda in four strategic tech location for JP Morgan - Manhattan, Brooklyn, Silicon Valley and Seattle. Prior to this role, I was the Product and Solutions Lead for Trusts and Estates under Asset Wealth Management, where I was responsible for executing both brokerage op models as well lending framework for the ultra-high net worth clients.

Outside of work, I am Google’s WomenTechmaker Ambassador for NYC as well as GDG NYC Organizer; Champion Coach for JPM’s Women On The Move Network' and Fast Forward Small Business Mentor.

On a personal front, I love to read, dance to any good music and go on food tours around various cities.

Anna Nerezova is a Digital Marketing and Cloud Transformation Consultant with 15 years of experience in data, analytics and optimization. She has built innovative solutions using Google Cloud to solve problems in the media and entertainment, tech, health and non-profit industries Anna is a Google Cloud Engineer Scholar, and is on the 100 Women in Analytics list by Google Analytics. She is also a Google Developer Group NYC lead and a mentor for the Northeast, and a proud Women Techmakers Ambassador.

Anna is passionate about using the latest AI/ML technologies to provide solutions and bring growth and better experience for all users. She is a strong advocate for diversity and inclusion, and is committed to helping underrepresented groups become entrepreneurs and financially independent.

Instruction-Tuning an LLM: Build a Closed-domain Information Retrieval System using Flan-T5

AI: Building Open-Source