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1. nlp-knn-lsa nlp-knn-lsa Public

   Latent Semantic Analysis For Question Classification With K-Nearest Neighbor (2020-2021)

   PHP 1

2. 9900987-12-nsa-analisis-tweet-bahasa-indonesia-identifikasi-ujaran-kebencian-dan-bahasa-kasar-gold 9900987-12-nsa-analisis-tweet-bahasa-indonesia-identifikasi-ujaran-kebencian-dan-bahasa-kasar-gold Public

   Indonesian tweet analysis for multi-label hate speech and abusive language detection, with text preprocessing Flask API.

   Jupyter Notebook

3. aquasense-ds-assessment aquasense-ds-assessment Public

   Machine learning–driven water analytics system for identifying environmental patterns, evaluating water quality indicators, and supporting monitoring optimization.

   Python

4. idcamp2025-menyelesaikan-permasalahan-human-resources idcamp2025-menyelesaikan-permasalahan-human-resources Public

   Employee attrition analysis & ML-based early warning system for Jaya Jaya Maju — XGBoost (86% recall), Metabase dashboard, and actionable HR recommendations.

   Jupyter Notebook

5. idcamp2025-menyelesaikan-permasalahan-perusahaan-edutech idcamp2025-menyelesaikan-permasalahan-perusahaan-edutech Public

   End-to-end student attrition analytics: EDA, ML prediction (F1 90%), dashboard Looker Studio 4-halaman, dan rekomendasi intervensi untuk menurunkan dropout rate 32%.

   Jupyter Notebook

6. rag-chatbot-service rag-chatbot-service Public

   A lightweight Retrieval-Augmented Generation (RAG) chatbot API built with FastAPI, LangGraph, and Qdrant. The service allows you to add documents to a knowledge base and query them through a natura…

   Python