HK Web Dev

In this session of HKWD we dive into the world of local models with Google AI. The evening will be held at Garage society with their support along with AngelFlow. The night is split into two parts. One on video game development of Non Player Characters and using GenAI and the other will be The Browser is the Brain: Running Google Gemma Locally with WebGPU.

Talk 1: Video game development of Non Player Characters and using GenAI

Using AI in video games is not a new idea and has been used a long time for things like game mechanics, character movements, path finding, dynamic levels and maps. However using it for non playable charters is new and Google Gemma is designed exactly for that. We take a look at how to get up and running with Gemma in Unity and some of the alternatives.

Gemma

Google has a great library designed just for Non Player Characters and we will explore how to use it in Unity. https://ai.google.dev/gdc

About Rhys Turner

Co founder, Creative Technologist and Director, Tronica

Rhys Turner is a Creative Technologist and Innovation Technologist, specialising in the intersection of technology, design, and luxury experiences. With a background in emerging technologies, AI, and interactive media, he explores innovative ways to enhance digital storytelling and customer engagement. His work focuses on blending creativity with technical innovation, pushing the boundaries of digital craftsmanship in the fashion and beauty industries.

Talk 2: The Browser is the Brain: Running Google Gemma Locally with WebGPU

While many associate AI with heavy cloud costs and latency, Google’s Gemma is small and efficient enough to run directly in the user's browser. In this session, Frankie (GDG Hong Kong) explores the frontier of "Local AI" for the web. We will discuss how developers can use Google’s tools to run Gemma models on-device via WebGPU. This approach eliminates API costs and privacy concerns, allowing web developers to create highly responsive, AI-powered interfaces that feel as fluid as a modern video game—all without a backend.

About Frankie Wu

Organiser, GDG Hong Kong

As an Al Engineer, Frankie’s role revolves around leveraging Large Language Models and data mining to innovate news analytics. His recent academic journey culminated with a Master's in Computer Science from The University of Hong Kong, focusing on financial computing which complements his current work.

Frankie’s expertise in Python and passion for machine learning empower him to contribute to large enterprise digital transformation.

The fusion of risk management principles from his bachelor's degree and psychological insights helps him craft Al solutions that are not only technically sound but also contextually aware, enhancing the strategic decision-making process.

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