An Intractive Book using Zoho Catalyst

Proactive Response & Analytics Hub for Actionable Records & Investigation AI-Powered Intelligence Copilot & Tactical Analytics Platform for Karnataka State Police

An AI-driven crime intelligence platform built for the KSP Datathon 2026 that helps police analyze crime hotspots, uncover repeat-offender networks, and predict station-level crime risk. It combines geospatial analytics, network analysis, XGBoost-based risk prediction, and SHAP explainability to support proactive, data-driven policing.

Serverless backend built with Zoho Catalyst SDK for managing quiz questions dynamically. Provides secure REST APIs to insert and retrieve quiz data from Catalyst Data Store and integrates seamlessly with a Flutter frontend.

AI-powered crime-intelligence and case-management platform for Karnataka State Police, built on Zoho Catalyst.

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.

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

Periscope — CSE call-prep intelligence & expansion engine for ManageEngine AD360/Log360

An LLM Wiki for the Zoho Catalyst Java SDK v1 — 106 docs compiled into a structured, interlinked knowledge base. Built with the Karpathy LLM Wiki pattern.

A Zoho Catalyst-powered Crime Analytics platform featuring React GIS spatiotemporal mapping, D3 criminal network link analysis, and a simulated Zia conversational AI assistant.

We just dropped our first npm package!

KSP Crime Intelligence: a React command-center dashboard for FIR patterns, hotspots, links, anomalies, and predictive risk.

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.

Spider as a service built using catalyst

🚓 Intelligent Conversational Crime Intelligence Platform for Karnataka State Police | KSP Datathon 2026 | Built on Zoho Catalyst Cloud

Springboot Authorization Server

AI-Powered Karnataka Crime Intelligence & Analytics Platform using AI, Machine Learning, Geospatial Analytics and Streamlit.

Explainable AI Crime Intelligence Copilot for Karnataka State Police | Built for KSP Datathon 2026 using Zoho Catalyst

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.

AI agent skills bundle for Zoho Catalyst — llms-txt cleaner + Catalyst AI/ML services expert. Installable for Claude Code, Cursor, Gemini CLI, Copilot, and Windsurf.