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Muanai/README.md

Hi there 👋

I focus on building machine learning systems at the intersection of technical rigor and real business problems. My work centers on risk intelligence and operational analytics for emerging markets, with an emphasis on explainable AI, decision-support systems, and production-ready machine learning.

For selected work, explore the pinned repositories below. For ways to connect with me, please refer to the linked social accounts on my profile

Pinned Loading

  1. basa basa Public

    Modern NLP toolkit for Indonesian and regional languages.

    Python 1

  2. behavioral-risk-engine behavioral-risk-engine Public

    Temporal feature engineering pipeline for credit risk modeling, exploring behavioral signals from transaction data.

    Python

  3. fintech-credit-risk-xai fintech-credit-risk-xai Public

    Explainable credit risk modeling project exploring XGBoost, SHAP, and RAG-based document analysis aligned with POJK 40/2024 financial compliance requirements.

    TypeScript 1

  4. telecom-infrastructure-object-detection telecom-infrastructure-object-detection Public

    Applied computer vision project developed during a Telkomsel internship, exploring telecom infrastructure detection from real-world street-level imagery.

    Python

  5. indobart-indosum-summarizer indobart-indosum-summarizer Public

    Indonesian abstractive summarization pipeline using IndoBART-v2, exploring practical challenges in adapting research models into reliable NLP systems.

    Python

  6. msmes-food-image-classification msmes-food-image-classification Public

    Top 10 computer vision competition project exploring Indonesian food classification with deep learning ensembles and modern vision architectures.

    Jupyter Notebook