86% → 95%
Accuracy, personal-expense detection
Emburse · 2026
Making AI compliance checks worth keeping on
Customers were switching off noisy checks. I built the evaluation baseline that made every model change measurable.
AI product manager · Georgetown MBA ’27
Built ML at Quantiphi, led automation and GenAI products at ICICI Bank, and shipped AI compliance checks at Emburse.
$10M
projected annual savings from an automation roadmap covering 20% of backend tasks
ICICI Bank
86→95%
accuracy on a production AI compliance check, shipped
Emburse
1,000+
employees adopted a GenAI assistant I scaled from pilot in 6 months
ICICI Bank
Track record
Each layer is a role. The deeper you go, the further back it is.
Surface
2025 – 2027
MBA, Management Science (STEM)
Class of 2027, with an exchange semester at ESADE in Barcelona (Fall 2026). Represented Georgetown at Carnegie Mellon’s Tepper AI Tech Case Innovation Challenge, among the top 10 teams nationally.
Layer 1
Summer 2026
AI Product Manager Intern
65%+
fewer noisy alerts on the two highest-volume checks
Layer 2
2021 – 2025
Digital Product Transformation Manager
$10M
projected annual savings, net of implementation cost
Layer 3
2019 – 2021
Machine Learning Engineer
4×
faster diagnosis for clinicians
Bedrock
2015 – 2019
B.Tech, Mining Engineering
Where it started. Full scholarship, and co-led a 10-member team that launched digital billing across 15 hostels.
Selected work
86% → 95%
Accuracy, personal-expense detection
Emburse · 2026
Customers were switching off noisy checks. I built the evaluation baseline that made every model change measurable.
$10M
Projected annual savings
ICICI Bank · 2021–2025
An automation roadmap covering 20% of backend tasks, with freed-up teams redeployed instead of cut.
Open to full-time product roles in AI and enterprise fintech, starting June 2027.