Turning chaos into scalable systems through operations, analytics, and human-centered thinking.
Exploring the intersection of AI, business operations, and intelligent systems.
I enjoy building systems that make people perform better — whether through onboarding, operations, analytics, or communication.
I believe modern operations is no longer just process management. It's psychology, adaptability, and intelligent systems working together.
I'm especially interested in the intersection of AI, business operations, and human behaviour — and how the best organisations will be those that blend both intelligences seamlessly.
Reduced agent time-to-productivity by 25% at Telstra via end-to-end onboarding redesign — equivalent to recovering $200K+ in annual training cost.
Achieved 80%+ probation-to-permanent conversion rate across 10+ nesting batches, significantly reducing attrition-driven recruitment cost.
Recruited and developed 140+ associates; performance frameworks designed for the team were later adopted across the wider business unit.
Identified $100K+ in operational efficiency opportunities within a 4-month consulting engagement at Mulgrave Country Club.
Recognised with Best Team Award (Tech Mahindra / Telstra) — top-ranked team across the floor for two consecutive review cycles.
Increased sales by 65% at OTE Group; cut IAG claim resolution time by 12% within first 90 days of role.
Introduction to Artificial Intelligence
LinkedIn · Apr 2026
McKinsey Forward
McKinsey & Company · Dec 2025
ID: 8adcf74a-18a4-40ca-96c5-065cd887310d
GICOP
ANZIIF · May 2020
Google Analytics for Beginners
Google Analytics for Business · Feb 2021
Introduction to Disciplined Agile
LinkedIn · Feb 2021
Open to roles in customer success, sales operations, business development, and strategy — particularly in SaaS, fintech, or high-growth environments.
Based in Bengaluru, open to relocation for the right opportunity.