Animotion Media Group

Own AI product strategy and infra for Riki Team's content-generation platform powering 5+ animation teams. Built LLM + diffusion workflows for script breakdown and character-consistent assets — concept→asset time down 35%, cost per asset down 45%.

Lead a 10-person cross-functional AI team (PM, engineers, design); manage a $30K/month AI infra budget. Built the eval stack — offline benchmarks, in-tool feedback, A/B — with 70% artist adoption and >4.2/5 satisfaction.

Stack mix: Claude via Anthropic API, OpenRouter, Fal.ai, Replicate. Observability via Langfuse.