Analyze suspicious JavaScript files for: Obfuscation, Eval usage, Dynamic code execution, Base64 payloads, Suspicious domains & Crypto miners

Wallet risk scoring (0–1000) with rule- & model-based methods + LLM helper (Streamlit / FastAPI)

Humanitarian warehouse analytics tool: multi-country inventory simulation, risk scoring, expiry tracking, and KPI dashboards

Interactive training & compliance audit simulator for humanitarian warehousing - built to support global WIM standardization, capacity building, risk identification, and audit readiness.

An interactive Power BI dashboard for detecting insider threats by analyzing user behavior logs with a Python-based statistical risk-scoring engine.

UniGuard is an advanced security monitoring system designed for University IT infrastructures. It uses unsupervised machine learning (K-Means & DBSCAN) to detect anomalous login patterns and assess security risks in real-time.