crime-analytics

CrimeIntel — AI-driven crime analytics and decision-support platform for the Karnataka Police, providing GIS-based intelligence, hotspot detection, risk scoring, forecasting, district & station analytics, and secure role-based dashboards.

KAVAL (ಕಾವಲು) — bilingual Kannada+English conversational AI over the KSP crime database. NL-to-SQL with a hallucination-proof numeric firewall, criminal-network graphs, court-ready audit provenance. Deployed on Zoho Catalyst. KSP Datathon 2026 · Challenge 01.

Real-time women's safety intelligence platform for Indian cities. Interactive heatmap visualization of crime hotspots, risk-scored zones, police station tracking, riot/protest monitoring, and emergency SOS tools.

Conversational + predictive crime intelligence on Zoho Catalyst: ask 1M+ FIRs in English or Kannada and see the query and rows behind every answer. All-India NCRB-calibrated corpus (640 districts), forecasting validated on 6.37M real incidents, and a trilingual WhatsApp channel for field officers.

Grounded, evidence-cited crime-intelligence assistant over synthetic CCTNS-aligned records — every fact cites the FIR behind it, and it abstains when the records do not support an answer.

Comparing crime in cities based on per capita rates and population scaling adjustment.

AI-powered crime intelligence platform. Provides FIR analytics, crime hotspot mapping, predictive intelligence, criminal network analysis, repeat offender detection and an AI investigation assistant using real Karnataka FIR datasets.

Global crime analytics across 7 countries (2010–2026) — star schema design, ~950K row SQL cleaning pipeline, Python EDA with 21 visuals, and a 5-page dark-themed Power BI dashboard with 15 validated KPIs.

Multi-module ML platform for urban crime analytics XGBoost classification, NLP incident categorisation, K-Means hotspot detection, and Prophet forecasting on the Chicago Crimes dataset.

Next-Gen Law Enforcement Intelligence & Spatial Analytics Platform. Features PostGIS hotspot mapping, multi-hub criminal link analysis, tier-based RBAC with PII protection, and an AI-powered query assistant.

🚔 Serverless data lakehouse on AWS analyzing 100K+ Chicago crimes with Apache Iceberg, Lake Formation governance, and sub-second Athena queries for $6/month

A React app that visualizes long-term crime patterns across England, Wales & Northern Ireland using open data from data.police.uk.

Knowledge-based AI for Verification And Crime Handling. Intelligent Conversational AI for KSP Crime Database

AI-driven crime analytics for the Karnataka State Police — 59,985 siloed FIRs joined into one explainable link graph, with entity resolution, 8 benchmarked ML models, forecasting, evidence OCR and a grounded bilingual (EN/ಕನ್ನಡ) assistant. Built on Zoho Catalyst. KSP Datathon 2026.

AI-driven crime intelligence platform for Karnataka State Police. 433K records across 27 tables, 30 districts, 240 stations. Interactive 3D crime map, network graph, AI insights (English + Kannada), predictions, and risk scoring. Built on Zoho Catalyst with GLM-4.7-Flash LLM.

🛡️ CrimeMind AI — Futuristic AI-powered Crime Analytics & Investigation Copilot for police departments. Built with Leaflet.js, D3.js, Chart.js. Dark glassmorphism UI.

Grounded, explainable crime-intelligence platform for Karnataka State Police — ask in English or Kannada, get answers computed only from real FIR records with cited evidence. Built entirely on Zoho Catalyst. KSP Datathon 2026, Challenge 1.

Visual comparisons of crime data for Seattle and San Francisco, with an emphasis on crimes associated with drugs. Implemented in R. Links to rendered HTMLs in README.md.

KSP Sentinel AI - Karnataka State Police Crime Intelligence Platform | AI-powered natural language crime analytics, interactive maps, multi-agent RAG pipeline | Zoho Datathon 2025

SafeCity PK is a DB-first full-stack civic-tech prototype that allows citizens to submit public safety reports, enables admins to verify or reject reports, and helps analysts visualize crime trends, hotspots, and risk patterns through dashboards and a database-powered map.