Law Enforcement AI • Intelligence Engineering

TOR-UNVEIL

Dark Web AI Cybercriminal Tracker & Threat Intelligence Platform

1st Place — TN Police Hackathon 2025 • Adopted for Operational Deployment

Executive Overview

TOR-UNVEIL is a specialized full-stack intelligence and law-enforcement platform engineered for real-time cybercriminal identification, suspect tracking, and threat intelligence extraction across hidden services on the TOR dark web.

Developed and presented at the prestigious TN Police Hackathon 2025, the platform secured 1st place and was selected for live operational adoption by Tamil Nadu Police, equipping cybercrime investigation units with automated suspect network graph visualization and ML threat classification models.

Architecture & Key Engineering Capabilities

Suspect Network Graph Profiling

Developed an interactive topological graph visualization engine that maps relationships between cryptocurrency wallet addresses, dark web forum handles, PGP key signatures, and illicit communication channels.

High-Volume Intelligence Search

Designed scalable search indexes and dynamic suspect profile dossier cards that consolidate fragmented intelligence data into coherent investigative profiles for police officers.

Machine Learning Threat Detection

Integrated supervised machine learning models to classify textual and structural patterns into granular threat severity levels, distinguishing low-risk chatter from critical cyber contraband operations.

Role-Based Law Enforcement Access

Architected strict multi-tiered role-based access control (RBAC) accommodating field investigators, supervisory inspectors, and intelligence analysts with comprehensive audit logging.

Technology Stack & Tools

PythonReact.jsNode.jsREST APIsTailwind CSSMachine LearningData AnalyticsGraph Network AnalysisTOR Intelligence

Operational Adoption & Hackathon Victory

TN Police Hackathon 2025: Awarded 1st place in the cyber intelligence track. The platform was evaluated directly by cybercrime division officers and senior leadership, resulting in direct operational deployment for ongoing cyber investigations within the state.