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lfl1337 / Ninym

AI Engineer · Building local-first AI tools and the infrastructure to run them.

Based in Germany 🇩🇪 · Working toward relocating to Japan 🇯🇵

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About

I build AI-powered applications end-to-end — from fine-tuning the models, to the serving layer, to the desktop UI on top. I'm especially interested in running capable models locally, self-hosted AI pipelines, and the messy infrastructure work that makes AI products actually usable.

I enjoy the parts of AI engineering most people would rather skip: Docker orchestration, GPU pipelines, service management, and keeping the whole thing running at 3 AM.


Featured Projects

🌸 Hime — AI-Powered Light Novel Translation

A desktop application for translating Japanese light novels with a fine-tuned LLM pipeline.

  • Stack: Tauri (Rust + TypeScript) · FastAPI · Python
  • Models: Qwen family · Gemma family · LLM-JP · LFM2 — fine-tuned via Unsloth + LoRA
  • Focus: Translation quality on literary Japanese, all models running locally

🚐 qamper-rent.de — Camper Rental Platform

Full web platform I designed and built for a camper rental service. Currently in maintenance mode.


Tech Stack

Languages Python TypeScript Rust Bash

AI / ML PyTorch HuggingFace Ollama Qdrant Unsloth LoRA CUDA

Frameworks & Runtime FastAPI Tauri React

Infrastructure Docker Linux Cloudflare AWS


Currently

  • Fine-tuning translation models for Hime with Unsloth + LoRA on an RTX 5090
  • Exploring local agentic workflows with Claude Code, MCP servers, and local LLMs
  • Studying Japanese toward JLPT N2

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