Gigi AI Ops
Autonomous order-tracking and refund processing backend using custom ReAct loops, Zod schema protection, and Groq SDK multi-model fallbacks.
- Built a custom ReAct orchestration engine (no LangChain) for autonomous order-tracking across multi-step reasoning cycles.
- Designed a Zod-validated tool registry enforcing schema validation on every LLM output before database writes.
- Implemented multi-model fallback routing (Llama 3.3-70B to Llama 3.1-8B) via Groq SDK for resilience during outages.
- Integrated Sentry + Pino structured logging with tiktoken-based cost tracking for full-stack observability.