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@sabitz-indonesia

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moh-affan/README.md

Hi, I'm Moh Affan


πŸ‘¨β€πŸ’» About Me

  • πŸ” Building production RAG systems β€” hybrid retrieval, reranking, RAGAS evaluation
  • 🧠 Fine-tuning transformer models for Bahasa Indonesia NLP
  • πŸ’Ό Backend Engineer (Rust, Go, Python) Β· πŸ“± Mobile Developer (Flutter)
  • ☁️ Cloud deployment on GCP Β· Docker

πŸš€ Featured Work

🎯 IndoBERT Reranker Fine-tuned cross-encoder for Indonesian regulatory Q&A

0.99 AUC-ROC Β· 0.99 NDCG@3 Β· 13.6k examples β†’ HuggingFace

🧭 IndoBERT Query Router 3-class intent classifier for production RAG routing

11.7M params Β· Production-deployed β†’ HuggingFace

πŸ—‘οΈ Keris Object Detection YOLOv26 detection for traditional keris β€” cultural heritage digitization

Computer Vision Β· Cultural AI β†’ Repository

Training datasets for the models above are also public on HuggingFace.


πŸ› οΈ Tech Stack

Languages

Frameworks & Tools


⚑ Philosophy

"Engineers are problem solvers, code is just one of the means."


πŸ“Š GitHub Activity


πŸ”­ Currently Exploring

  • Hybrid search & sparse embeddings for Indonesian-language retrieval
  • GraphRAG / citation-graph expansion for multi-hop regulatory QA
  • Production MLOps patterns for LLM-backed systems

Pinned Loading

  1. attendance attendance Public

    Aplikasi absensi online realtime menggunakan wajah

    JavaScript 4 5

  2. deteksi_kerapu_sunu deteksi_kerapu_sunu Public

    Tugas Deteksi Kerapu Sunu menggunakan PCD Klasik tanpa NN/ML

    HTML

  3. kris-detection-yolov26 kris-detection-yolov26 Public

    Jupyter Notebook

  4. moh-affan.github.io moh-affan.github.io Public

    my personal web

    HTML

  5. cv-unet-yolo cv-unet-yolo Public

    U-Net segmentation model and a fine-tuned YOLO11 detector

    Jupyter Notebook

  6. feeder-school-network-analysis feeder-school-network-analysis Public

    Graph analysis of student flow between elementary ("feeder") schools and junior-high destination schools in Sumenep β€” treating school zoning as a bipartite network, and implementing a LightGCN-base…

    Jupyter Notebook