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Muhammad Attan

Muhammad Attan

@attmhd

Passionate about building products and software engineering, with a strong interest in platform engineering (DevOps, MLOps, SysAdmin).

Software Engineer
Mars

Semifinalist

KarsaKito

PIDI Hackathon (Professional Track) ยท 2026

A language-focused AI productivity platform, with backend services for Minangkabau translation, writing, and language etiquette.

Team gallery

KarsaKito team gallery placeholder 1

The problem

Writing and translating regional-language content requires attention to dialect, cultural context, and politeness. KarsaKito addresses this need through tools designed for Indonesian and Nusantara languages.

What we built

The platform brings writing, text analysis, text transformation, and translation into one experience. My backend work supported Minangkabau language features through FastAPI services and integrated LLM providers.

The vision

Build AI language models and infrastructure for Nusantara languages that communities, institutions, developers, and businesses can use through products, APIs, and SDKs.

The team

Tim Kito

KarsaKito is a team project. The platform represents our shared work; the contributions below describe my focus on the AI backend.

My role & contributions

AI Backend Engineer

  • Designed backend services for Minangkabau translation, writing assistance, and language etiquette.
  • Integrated LLM providers through LiteLLM, with retrieval and Redis caching.
  • Added input guardrails and Langfuse tracing for latency and model usage.

Building the future with data, AI, and code.

Exploring practical machine learning systems, data products, and full-stack software.

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