Achievements
Selected work I am proud of, and the learning that supports it.
Professional
Director-level performance framework
Translated the strategic objectives of the AI & Advanced Technology Sector into measurable KPIs for each directorate, from definition and baselines to targets and ownership.
Tahakom
OKR framework for technology governance
Designed and implemented OKRs for the Technology Governance Directorate, with cascaded objectives, measurable key results and clear accountability.
Tahakom
A governed KPI dictionary
Developed a governed KPI dictionary that became a single source of truth for how performance is defined, measured and owned.
Stronger IT service performance
Set baselines, SLA thresholds and escalation mechanisms across incident, problem, change and release management, improving SLA compliance and first-contact resolution.
Tahakom
Automated performance reporting
Automated data collection, reporting and distribution with Power BI, Power Automate and the Power BI REST API, substantially reducing manual reporting effort.
Tahakom
Network KPI governance from 2G to 5G
Designed and governed KPI frameworks across multi-vendor radio and core networks, growing the role from reporting into full KPI governance and Power BI ownership.
STC
Reporting for peak national events
Produced executive performance reporting during Hajj, Ramadan and emergency scenarios, supporting real-time operational decisions.
STC
Automated multi-vendor performance reporting
Automated performance reporting across multiple vendors and technologies for the South-West Network Operations department, covering both passive and active network infrastructure, using RTTS Crystal Reports, SAP-based internal reports and advanced Excel with macros.
STC
A single site master for the South-West region
Built and maintained a site master for all mobile and transmission sites in the South-West region network, regularly updated with key site information such as battery and generator status, giving operations one up-to-date reference for every site.
STC
Learning and development
Formal education
MBA, Business Analytics
Data Analytics specialization at Amity University Online.
2025 to 2027, in progress
B.Tech, Electronics & Communication Engineering
University of Calicut, Kerala.
2003 to 2007
Certifications and professional development
Microsoft Certified: Power BI Data Analyst Associate
Certified in preparing, modelling, visualizing and analysing data with Power BI (exam PL-300).
Certificate in Strategy Planning Maturity Assessment
The KPI Institute.
AI Practitioner Challenge
Amazon Web Services (AWS).
Databases and SQL for Data Science with Python
IBM.
See where this work happened.