ClawCamp Nairobi x Google AI Edge: Building On-Device AI with LiteRT & Gemma
A hands-on builder session on running sub-3B LLMs and edge intelligence directly on physical hardware and mobile devices.
Join us this Friday for a hands-on builder session at ClawCamp Nairobi in collaboration with the Google AI Edge & LiteRT team.
We’ll dive deep into running small, powerful
language models (like Gemma) and edge-native architectures directly on-device using LiteRT (formerly TensorFlow Lite) and ai-edge-torch. If you are building agentic workflows, mobile assistants, or offline-capable AI on resource-constrained devices, this session is designed to get you from concept to working prototype. What We’ll Cover
LiteRT & AI Edge Architecture: How Google’s next-gen runtime accelerates on-device inference across CPU, GPU, and NPU.
Micro-LLMs & Gemma on Edge: Deploying sub-3B parameter models locally for fast, privacy-preserving, offline inference.
Live Tool-Calling & Mobile Integration: Bridging on-device models with native device tools, audio/sensor pipelines, and background workflows.
Open Hacking & Q&A: Collaborative hacking, troubleshooting model conversion/quantization, and peer demos.
Who Should Join
Mobile developers (Android/iOS/Flutter) looking to integrate local intelligence without relying purely on cloud APIs.
AI/ML engineers exploring edge quantization, runtime optimization, and on-device deployment.
Hardware, robotics, and embedded
builders designing ambient or edge-first agents.
About ClawCamp
ClawCamp hosts events where organizations, experts, and mentors introduce and provide the tools, training, and support people need to advance along their Personal Agent journeys. Beginners acquire personal agents and powerful skills to achieve almost any goal, while Intermediate and Advanced attendees dive deeper into the more nuanced aspects of agent management, multi-agent workflows, security, token optimization, and deeper skills building.
At its core, ClawCamp is a community of Personal AI Agent enthusiasts that support one another in advancing proficiency and mastery, enabling greater productivity through Personal Agent Orchestration and Workflows. Whether just getting started or building advanced multi-agent workflows, ClawCamp helps people take things to the next level.
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ClawCamp is growing — expanding programs, trainings, and locations for every level and interest.