Developer of internal RAN trace geolocation tool, from binary trace parsing, geolocation estimation using machine learning, and front end tool development in Deck.Gl.Developer of internal SON algorithms based on trace and performance management data sources. Developer of internal billing CDR parsers for network insights. Cisco SON SPOC for European market. Working closely with multiple companies on tool development, data analytics and insights, network optimisation, and data monitisation. Regular presenter and panalist at national and international telecoms/AI summits. Paper submission to 3GPP RAN3 meeting R3-1903493G/4G network optimisation SON rollout/optimisationFeature/parameter optimisation

Developed a number of tools to streamline a large network rollout reducing manual tasks significantly. Tools included, XML generators, crossed feeder analysis, site configuration optimisers, KPI visualisation tool. LTE/UMTS site rollout, optimisation, feature rollout, parameter trials, network strategy redesign.

RF Planner/capacity management at Vodafone Ireland: - RF planner for 8 counties (midland, and south East) - Site planning - Site design - Site optimisation 2G/3G- Capacity management (2G/3G) network wide: - 2G/3G network capacity management - HSPA optimisation - Network capacity tracking

Project consisted of the following 4 steps: - Feasibility study to determine if the system could be achieved using the ZigBee standard - Design of the system using Mathlab/Java - Design /simulation of the OSI layer 1/2 info, and the Zigbee air interface - Testing of the design (adding noise to the air interface simulation

Main point of contact for 4 defect metrology test layers, duties included: - Process control/management - Identification of process issues - Process improvement projects