Headline

Associate at McKinsey | IIMC’23 | ESADE (CEMS MIM) | IITM’18

About

I sit at the intersection of management consulting and hands-on AI product development — a combination that lets me move from strategy to execution without losing altitude. At McKinsey, I've led AI/ML deployments for banking and insurance clients — designing agentic AI systems that drive measurable outcomes, shaping India entry strategies for global insurance giants building multi-billion dollar businesses from scratch and developing growth strategies to insurers, banks & tech companies. At Quantiphi, I built and shipped a Visual Quality Inspection AI for automotive defect detection that delivered $4M in labour savings and won the Aegis Graham Bell Innovation Award — taking an idea all the way from whiteboard to production. I'm drawn to complex, ambiguous problems where product thinking, analytical rigour, and cross-functional ownership all matter

Location

Hyderabad

AI stack

claude code

cursor

langgraph

n8n

Work experience

Associate at McKinsey & Company, Jul 2025 - Present · 10 mos, Hyderabad, Advising and building for some of India's BFSI clients — across strategy, AI/ML product deployment, and growth execution. • Led development of agentic AI systems for banking service ops — targeting 20pp First Time Resolution uplift and 30% cost-to-serve reduction. Built AI agents for loan document processing (LAP), estimated to cut turnaround time by 50% • Shaped India market entry strategies for two global insurance giants (health + life), including a $4Bn entity build • Developed growth roadmaps for a general insurer and a standalone health insurer, identifying 1.5x GWP white-spaces and designing 20+ strategic initiatives • Executed M&A due diligence for a $10Bn bank — built integrated balance sheet and P&L model to assess post-deal profitability • Worked on other projects such as Gree finance NBFC build, Product development control tower for an Auto OEM, & Sales pipeline growth for a engineering services firm

Junior Associate at McKinsey & Company, Aug 2023 - Jun 2025 · 1 yr 11 mos, Mumbai, Maharashtra, India

Summer Associate at McKinsey & Company, Apr 2022 - Jun 2022 · 3 mos, Gurugram, Haryana, India, Worked with a Sri Lankan retail client to develop a strategy for their loyalty program

Senior Business Analyst - GTM & Delivery at Quantiphi, Jul 2020 - May 2021 · 11 mos, Mumbai, End-to-end AI/ML product development and client solutioning across manufacturing, healthcare, and retail. • Led development of a Visual Quality Inspection AI for automotive defect detection — $4M labour cost savings, Aegis Graham Bell Innovation Award winner • Drove $1M+ in revenue across 50+ clients; grew lead pipeline 100% through structured account planning • Built and scaled the Manufacturing AI practice to $2M+ annual revenue • Conducted 10+ AI/ML workshops across industries including healthcare, BFSI, and manufacturing

Business Analyst - GTM at Quantiphi, Jan 2019 - Jul 2020 · 1 yr 7 mos, Mumbai Area, India

Business Analyst - Delivery at Quantiphi, Jul 2018 - Jan 2019 · 7 mos, Mumbai Area, India

Associate Operations Manager at FlashFetch, May 2016 - Nov 2016 · 7 mos, Chennai, Tamil Nadu, India, FlashFetch is a mobile first online to offline platform connecting local retailer with consumers, offering exclusive and in-store deals across the city.

Education

Master of Business Administration - MBA, Indian Institute of Management, Calcutta

CEMS -Masters in International Management, Exchange program, Esade