AI in JS - 2024

Step into the enchanting world of AI in JavaScript, as we journey to the year 2024, where the possibilities are boundless! AI/ML has already transformed our reality, and now, with TensorFlow.js and other resources at the helm, we are venturing into uncharted territories of innovation. In 2017, Google unleashed over 4,000 tensor models in production, and the revolution has only just begun. The future of software is an awe-inspiring landscape filled with extraordinary Machine Learning marvels, waiting for us to bring them to life!

Are you ready to witness the magic of creating AI-powered websites with web technology? Join us in this immersive workshop, where we'll build captivating demos live, right before your eyes! Discover the fundamentals of AI, and, even more excitingly, experience the sheer simplicity of conceiving and crafting novel ideas that have never graced the digital realm before. As you embark on this journey, you'll undergo a metamorphosis akin to a web developer transforming into a full-fledged superhero, capable of shaping the AI-powered world of tomorrow!

In the year 2024, the convergence of AI and JavaScript opens up a realm of endless possibilities. TensorFlow.js empowers developers to wield the very fabric of AI, while LLMs and futuristic tools work together. We shall embark on a quest to redefine what's achievable in the vast expanse of the digital cosmos. Prepare to unleash your inner AI superhero, and let's embark on this extraordinary adventure together!

Hacking AI - How to Survive the AI Uprising

While AI can recognize faces under masks, track purchases, and watch you sleep, there's still hope when the Great Robot Revolution kicks off!

Hacking software was cool in the 90s, but hacking data against AI will be cool tomorrow. We'll discuss some of the mechanics for data bias, image perturbation, and jailbreaking that are emerging as their own mechanics against machines.

No prior AI knowledge is needed for this talk, everyone will follow along and learn!

JS + AI: (BYOM) Build Your Own Model with TensorFlow.js!

Let's grab the AI revolution by the horns! In this day and age, most of us have heard of TensorFlow. But did you know that with TensorFlow.js, you can run and train models directly in the browser or on the server with Node.js?

You'll walk away from this workshop with an understanding and workflow that will enable you to train your own ML models. We'll explore what it looks like to train a model from scratch, as well as leverage transfer learning to refine an existing model's capabilities.

The Reverse Magic Trick

Technology inches closer to magic every day. This entertaining session includes audience magic, technology, and the cutting edge of what’s possible in AI. All that, wrapped into a performance with React Native.

In this session, we review tools in a symphony of composition that make an ideal user experience, as well as how we engineered the experience to be enjoyable for users as well as us, the developers.

I’ll be covering useful SaaS APIs, React Native, and Front End Coordination in a mission-critical production environment. We’ll have equal parts code and story. So strap in, pick a card, and enjoy.

This session requires a good bit of audience interaction.

Think Fast: OnDevice AI and Vector Features

Did you know a phone could do that? Integrate on-device AI qualities into your React Native apps. The future is real-time, offline intelligence. In this session, we'll explore providing contextual information, all without relying on the cloud.

Influence - Witchcraft and Wizardry

What can you do better today to make people care about what you have to say? I know the answer, and I don’t want to keep it to myself.

A skilled leader can take anyone from the audience saunter around the room with them, making the pair of them look practiced. The trick? An excellent lead benefits all. When you increase your influence, you don’t just make your own life easier, you make those who listen to you feel at ease. Your wisdom can properly aid your team, and your message can ring loud.

I’ve broken influence into some Harry Potter themed blocks. I’ll teach you things like * Charms- simple phrases that increase influence * Potions- the critical elements for a strong effect * Divination- making the right outcome foreseeable * and more.

I’ll use real-world examples and results to keep our magic tethered to scientific and reproducible results. With only an hour of training on influence, you’ll find a newfound power behind your words.

The magic is real.

AI in React.js

Want to see how easy it is to build an AI website with React? Let's create a few websites live! You'll understand the basics of AI, and more importantly you'll see how easy it is to come up with new ideas that have never been done before, and build them. This talk is the comic book transformation from React developer to superhero.

No expertise are required to attend this talk. Just show up knowing React and I'll do the rest. You'll better understand the way AI integrates with UI as well as how easy it will be in the near future! You'll start to see AI advantages in everyday products before anyone else.

Adventures in ML and JavaScript

AI/ML has revolutionized the world of what is possible, and TensorFlow.js is revolutionizing the domain of where we can bring these new capabilities. Google implemented over 4,000 tensor models in production in 2017. The future of software will be filled with amazing new Machine Learning, so let's get creating!

Complex Problems... and other ways to disappoint your friends.

Most developers have heard of "Big O notation" but it stops there. One step further is a cliff. If you don't know it's there, welp, it was nice knowing ya. *Pirate accent* THAR BE SEA DRAGONS *end dramatic accent*

It's hard to make computer science interesting, or even relevant, but in this talk I focus on the key aspects that you can't ignore. It's important to know when you stumble across an NP-Complete problem, and what you can do. I promise short journey into the jungle of PSPACE for developers who have never even heard these terms.

This is a beginner and expert friendly talk.

Enter the Matrix

There are countless practical applications of 3D transforms. Too often 3D is a buzzword for a large, flashy framework, and not a simpler way to present information. Behind complex linear algebra is simple intuition that you already have and can use. In this presentation, I will review the ideas of matrix transforms without the headache. Everyone, from academic to beginner will have a clearer understanding of the world, both virtual and real.

In this talk we review the tiny bits of math that masquerade as magic with code examples and demonstrations.

This session draws on code from C to CSS to make a compelling story.

A Short History of Cryptography for Programmers

Let's take the "Crypto Bro" term and throw it in the shredder. Cryptography is cool, useful, and a big part of programming jobs. Cryptography has a long and fascinating history that spans thousands of years. It has been used to protect sensitive information, ensure the authenticity of messages, and facilitate secure communication. In this conference talk, we will explore the history of cryptography from its early beginnings with the Caesar cipher to modern techniques such as public key cryptography and JWT (JSON Web Token).

Build an AI App in Expo

People are starting to ask about AI and want to offer AI services for their mobile apps, but how? I've been implementing AI in mobile since 2018, and I can tell you it's only getting easier. Let's explore the possibilities for AI in Expo. I'll show you the services, options, and future of "AI on device" with Expo!

We'll dive deep into practical applications that bring AI capabilities to life within the Expo framework. I'll guide you through enhancing your mobile applications with innovative AI features. You'll leave with a solid understanding of the tools and techniques available. This is a unique opportunity to see how AI can transform user experiences in mobile apps, making them more interactive, personalized, and intelligent.

Furthermore, I'll share insights into the challenges and triumphs of integrating AI into React Native projects, drawing on real-world examples and my personal experiences. We'll explore the future of AI in mobile development, including emerging trends and how you can stay ahead of the curve. You'll gain a comprehensive understanding of current AI capabilities within Expo and learn how to future-proof your mobile app projects.

Let's push the boundaries of what's possible in mobile app development.

This session is meant for all audiences of React Native developers. No prior AI experience will be required, but the talk will still be useful for the most experienced React Native and AI developers, as well.