Projects Backend
02
Karsakito AI Backend Engine
Built FastAPI services for Minangkabau translation, writing, and language etiquette. Integrated LLM providers through LiteLLM, Redis caching, input guardrails, and Langfuse tracing for latency and model usage.
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Ownership
Personal Project
Role
AI Backend Engineer
Team
Independent Project
My Role
- 01 Designed backend services for Minangkabau language features.
- 02 Integrated LLM providers, retrieval, caching, and observability.
- 03 Added input guardrails for safer model interactions.
Features
- 01 Minangkabau translation
- 02 Writing assistance
- 03 Language etiquette checking
- 04 Redis caching
- 05 LLM usage tracing
Impact
- Supports digital preservation of Minangkabau language and cultural context.
Tech Stack
FastAPILiteLLMRedisLangfuseGuardrails AIPodmanGitHub Actions