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.