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expense-analysis

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theankitdash / Personal-Finance-System-for-Expense-Tracking-and-Analysis

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Engineered a containerized ML platform (FastAPI + Node.js, Docker Compose) with multivariate anomaly detection (LOF, One-Class SVM, PyTorch autoencoder), category-level forecasting (XGBoost/RF/GBM), Jensen Shannon drift detection, and sentence-transformer semantic clustering via REST APIs processing 10,000+ transactions in ∼3s.

nodejs javascript python docker docker-compose scikit-learn postgresql expense-tracker pandas restapi xgboost autoencoder financial-data gradient-boosting finance-management anomaly-detection fastapi expense-analysis
  • Updated Aug 24, 2026
  • Python

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