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1. indonesian-document-intelligence indonesian-document-intelligence Public

   a RAG system for Indonesian documents with hybrid retrieval (BM25 + semantic), contradiction detection between documents, and trust scoring.

   Python

2. local-brand-namer local-brand-namer Public

   a prompt engineering learning project - generates Indonesian business name ideas using structured LLM output, expert persona, and negative instruction patterns.

   JavaScript

3. indonesian-medical-chatbot indonesian-medical-chatbot Public

   an end-to-end fine-tuning and deployment project - QLoRA fine-tuning on Qwen2.5 for structured medical output, with layered safety pipeline and LangGraph orchestration.

   Python

4. novel-match novel-match Public

   a semantic search app for novels that supports Indonesian-language queries, powered by query expansion, cross-encoder reranking, MMR diversity, and an LLM agent via Vercel AI SDK.

   JavaScript

5. movie-recommendation-engine movie-recommendation-engine Public

   a natural language movie recommendation engine using HyDE + pgvector + Cohere reranking; LLM used only for hypothesis generation and explanation, not selection.

   Python

6. elden-ring-companion elden-ring-companion Public

   a Context Engineering learning project featuring three NPC personas with domain boundaries, long-term memory, and context summarization.

   JavaScript