Case studies
The problem, the approach, and what I learned
Deeper write-ups of selected programmes and research. Client names are withheld; figures are as reported in my professional roles.
AI & Automation2026
Enterprise-Grade AIOps Framework for Telecom Networks
MBA dissertation: a seven-layer reference architecture and operating model for predictive, increasingly autonomous IT and network operations.
Role: Author & researcher (IIM Lucknow MBA dissertation)
Read the case studyNetworking & Telecom2024
Network Modernisation Across 200+ Sites
Led a $1M+ enterprise network modernisation programme for a global logistics client — from business case and roadmap to phased delivery.
Role: Technical Project Manager (BT)
Read the case studyLet's talk
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