
GDG on Campus Universiti Teknologi Malaysia - Johor Bahru, Malaysia
Most developers interact with LLMs through prompts β but real-world AI systems require more control, structure, reliability, and scalability. In this hands-on session, we will go beyond basic prompting and explore how to build production-ready AI applications using Gemma, an open-weight model.
0 RSVP'd
π From Tokens to Tools: Exploring Gemma
Most developers interact with LLMs through prompts β but real-world AI systems require more control, structure, reliability, and scalability.
In this hands-on session, we will go beyond basic prompting and explore how to build production-ready AI applications using Gemma, an open-weight model. Participants will gain a complete understanding of the LLM lifecycle β from how models process text internally to how we can shape, control, and deploy them in real-world systems.
β¨ From tokens to tools β move beyond prompting and start building real AI systems.
π‘ What Youβll Learn
π§ How tokenization influences model behavior and output quality
βοΈ Decoding strategies for more controlled and reliable responses
π¦ Generating structured JSON outputs for automation and system integration
π Connecting Gemma with APIs, tools, and external systems
π Building end-to-end AI workflows beyond chat interfaces
π Best practices for production-ready AI system design
π» Through a practical, hands-on demo, participants will learn how to move from experimentation to engineering β building AI systems that are not only intelligent, but also structured, controllable, and scalable.
π€ Speaker
Krupa Galiya
Sr. Data Scientist at PatternAI | Google Developer Expert (AI)
π
Session Details
π 9 May 2026
β° 2:00 PM (GMT+8)
π» Google Meet
π Register Now
https://forms.gle/fyFC6fW9DXxarJab6
π£ Stay Connected
Telegram: https://t.me/gdgutm
Instagram: https://www.instagram.com/gdg.utm/
LinkedIn: https://www.linkedin.com/company/gdgutm/
Project 2030: MyAI Future Hackathon
Build with AI 2026
Google Developer Groups On Campus
Universiti Teknologi Malaysia
#GDGOnCampus #UTM #BuildWithAI #Gemma #GoogleAI #AIEngineering #LLM #MachineLearning
PatternAI
Sr. Data Scientist, GDE in AI