The Journey

19 Years.
One System.

From a frontline agent in New Delhi
to Global Operations & Delivery Head.

Back to Home
01 / 06
Chapter 1
2005

Magus Customer
Dialogue

Off-roll. New Delhi call floor. The education no classroom gives you — what a customer actually experiences when they reach for help, and why the person who answers determines everything that follows.

02 / 06
Chapter 2
2006

Idea Cellular

First on-roll. The lesson: consistency is harder than excellence. Anyone can deliver one great moment. The discipline is delivering it at the ten-thousandth interaction of the day.

03 / 06
Chapter 3
2009

Aircel

Millions of interactions. The scale where averages lie and outliers define reputation. Aircel is where I learned that CX at volume demands systems thinking — not intention.

04 / 06
Chapter 4
2011

Tata Docomo

Telecom at its most dynamic. Docomo brought a new vocabulary: designed experience, not just delivered service. This is where strategy entered the equation alongside operations.

05 / 06
Chapter 5
2014

Airtel

National scale. Airtel didn't expose complexity — it demanded mastery of it. Operating CX across hundreds of millions of subscribers sharpened one essential capability: holding the system and the human simultaneously.

06 / 06
Chapter 6 — Present
Now

Crystal Technology
Services

Every lesson. Every system. Every frontline shift — synthesised into one mandate: build the CX infrastructure organisations need to compete in the decade ahead. CCaaS. AI-native engagement. Global delivery. This is where it all converges.

The System I Build

CX is not support.
It is infrastructure.

LIVE
CX Intelligence System
Global Ops · 5 Geographies
CSAT Score
0 %
▲ +1.2 pts
First Contact Resolution
0 %
▲ +0.8 pts
AI Deflection Rate
0 %
▲ +12 pts YoY
Active Channels
0
Across 6 regions
Customer Sentiment
Positive
87%
Neutral
10%
Escalated
3%
AI Orchestration
Intent classified 12ms
Context retrieved 8ms
Response generated 34ms
Handoff assessment
Channels
Voice Chat Email WhatsApp Bot Self-Serve Social Video
Ops Layers
Contact Centre CCaaS Analytics WFM CRM QA & Coaching Knowledge Base

The work continues.

If you're building a CX organisation that needs to perform at scale — without losing its humanity — I'd like to be part of that conversation.

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