tabular-classification

The IF3070 Foundations of Artificial Intelligence (STEI ITB, 2024/2025-1) coursework split of the PhiUSIIL Phishing URL Dataset — 140,404 labelled rows and a 10,000-row unlabelled holdout, CC BY 4.0. Mirrored on Hugging Face.

Weather Station Anomaly Detection

k-Nearest Neighbours (scikit-learn), for PhiUSIIL phishing URL classification. 500,002 stored values, served over HTTP.

k-Nearest Neighbours implemented from scratch, for PhiUSIIL phishing URL classification. 500,001 stored values in a NumPy .npz, no pickle, served over HTTP.

PyTorch Random Fourier Features classifier for white wine quality prediction with 3-class and binary experiments.

Auditable clinical tabular benchmark for hospital and measurement-policy shift, with reconstructable evidence and explicit claim boundaries.

End-to-end AutoML platform for tabular classification with model versioning and live FastAPI deployment.

Gaussian Naive Bayes implemented from scratch, for PhiUSIIL phishing URL classification. 198 parameters in plain JSON, no pickle, served over HTTP.

🤖 Lead.AI Labs — Hugging Face AI Portfolio | Model Cards, Datasets, Demo Spaces for Fraud Detection, Customer Intelligence & NLP

Supervised binary classification, random forest classifier, feature engineering, feature scaling, probability calibration, tabular data inference

Gaussian Naive Bayes (scikit-learn), for PhiUSIIL phishing URL classification. 202 parameters, served over HTTP.