Work Narrative LLM/Flux Game Engine

Summary

Created LLM + image generation engine to power personalized story adventures with identity-preserving characters.

My Role

AI Architect

Challenges

• Flux model images broke character identity
• Long latency between text and image
• Costly infra with fluctuating usage

What We Did

• Fine-tuned LLM and Flux jointly
• Added async architecture and quantization
• Built serverless system on RunPod for cost scaling

Outcomes

• 4 successful ad campaigns run
• User engagement improved per iteration
• Users now create their own custom scenarios