AI Meetup (Sydney): Generative AI and LLMs


Nov 22, 05:00 PM AEDT
  • Sydney (Australia) (Microsoft Reactor Sydney, lvl 10/11 York St, ...) AICamp
  • 108 RSVP
Description
Speaker

Welcome to our in-person AI meetup in Sydney, in collaboration with Microsoft. Join us for deep dive tech talks on AI/ML/Data, food/drink, networking with speakers & fellow developers.

Agenda:
* 5:00pm~5:30pm: Checkin, food/drink and networking
* 5:40pm~7:30pm: Tech talks
* 7:30pm: Q&A, Open discussion & Mixer

Tech Talk 1: Build an AI image search app using natural language with OpenAI CLIP model + Vector Search
Speaker: Erick Ramirez @DataStax
Abstract: ChatGPT opened the world to the significant advancement in natural language processing. ML models transform data objects such as text, images and videos into vector embeddings so we can retrieve them using natural language with vector search. In the second installment of this Generative AI series, we will build an AI app to find images in a vector database using text queries in plain English in literally just a few lines of code using OpenAI Contrastive Language-Image Pretraining (CLIP) model. We will go through the fundamental concepts of Generative AI, machine learning, large language models (LLMs), vector search and more in this live coding session so no prior knowledge is required even for those new to AI.

Tech Talk 2: Full-Stack GenAI and Enterprise-Grade LLMs
Speaker: Hugo Bowne-Anderson @Outerbounds; Thierry Wending @Atomi
Abstract: This talk explores a framework for how data scientists and machine learning engineers can deliver value with Generative AI: How can you embed LLMs and foundation models into your pre-existing software stack? How can you do so using Open Source Python? What changes about the production machine learning stack and what remains the same?
We’ll delve into an example of how Atomi, an online teaching and learning platform for students, teachers, and schools, leverages GenAI and LLMs to assist in scalable online education. We’ll look at their infrastructure stack, which includes AWS, HuggingFace models, and Metaflow, and see how their tooling provides a wonderful developer experience and the ability to move from prototype to production with relative ease. We’ll also talk about the tradeoffs between OSS language models and closed vendor APIs, how to perform cost-benefit analyses of choices and migrations, along with how to embed all steps of your end-to-end GenAI workflows, from data labeling to model evaluation, into your ML software stack.

Topics/Speakers:
Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics

Venue:
Microsoft Reactor Sydney, lvl 10/11 York St, Sydney NSW 2000, Australia Google Map

Lucky Draw: We will host a fantastic raffle during the event. To enter, drop a comment on the post on the LinkedIn Post.

Sponsors:
- DataStax, Outerbounds, Microsoft Reactor Sydney
We are actively seeking sponsors to support AI developers community.  Whether it is by offering venue spaces, providing food, or cash sponsor. Sponsors will have the chance to speak at the meetups, receive prominent recognition, and gain exposure through post-event emails sent to our extensive membership base of 5,000+ local or 300K+ developers worldwide.

Community on Slack
- Event chat: chat and connect with speakers and attendees
- Sharing blogs, events, job openings, projects collaborations
Join Slack (search and join the #sydney channel)

Erick Ramirez

Erick Ramirez is an Apache Cassandra enthusiast, helping open-source communities as a Developer Advocate at DataStax. Erick has held several software developer and leadership positions across banking and finance, telecommunications, media and advertising, and software industries over the last 25 years. He has been working with Cassandra for 10 years and is an Apache committer.
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