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Call Policy API and 911 Tools for Cisco Callmanager. 911 with instant alerts, block spam and robocalls, TrueSpam Reputation Filtering, and realtime email/webex/sms notifications. No dial peer, Partition, or Router changes required! E911 location management via Subnet, CDP Neighbor + Port, and QR Code for easy wire mapping.
Resources on AI implementation in 911 emergency dispatch — by Chris Izworski, former Saginaw County 911 Executive Director and current Prepared911 Solutions Consultant.
Press and media coverage of Chris Izworski — WNEM TV5, Bridge Michigan, NPR/WCMU, Michigan State Police records, and government documents on AI in 911 emergency services.
A comprehensive document classification project focused on detecting web spam using the UK2007 benchmark dataset. Implemented multiple machine learning algorithms across three distinct feature sets (Direct, Link-based, and Content-based) and evaluated performance using AUC and cross-validation.
Final project for Mobile Programming course. Built an app designed for convenient and safe social work response to minor emergencies. User holds down main button, selects type of help, and help will be on the way in an Uber-like fashion. Users can also personalize device to save information into the app. Course was during summer semester with li…
This project inolves basic to detailed data analysis of 911 Calls Data, taken from Kaggle. The project is completly done using Python via Jupyter Notebook, using the standard popular Python Libraries for Data Science.