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AI Product & Growth · MBA + MS in AI/ML · Columbia

Product Leader
Delivering Outcomes.

Product Manager with 5 years of experience across AI, Payments, and Growth product. Track record of success as IC and Group PM leading teams from 5 to 30.
MBA and Master's in AI and ML Candidate at Columbia Business School and Columbia Engineering.

Capital One · Group Product Manager

AI Bank Account Switching

Led zero-to-one delivery of a bank account switching experience, driving a 30+ person cross-functional team to scale to 5M customers. Architected the ML modeling platform; 75% recall, 85% precision, 100M+ transactions enriched, and 5 patent applications filed. Won the CTO Tech Excellence Award.

Zero-to-One ML Platform IP Growth
Capital One · Senior Product Manager

Onboarding & Growth Systems

Built the Onboarding Checklist; defined UX requirements, API architecture, and experiment design. Achieved 58% CTR across 4M users. Also designed and shipped an A/B test that increased adoption of a cash deposit service by 20% across 1M users.

Growth Funnel Optimization Experimentation
Capital One · Product Manager

Payments & Personalization

Delivered the bank's first ML-driven recurring transactions experience; reached 60K customers with a 95% satisfaction rate. Launched a redesigned mobile transfer flow that increased conversion by 13%.

ML Product Payments Customer Insights

Side projects I've built outside of work.

Key Metrics

48 hrs Campaign Duration
$2K+ Raised
32 Unique Donors

Customer Feedback

Capital One · 2020 — 2025

2024 — 2025

Group Product Manager, AI Switching

Led zero-to-one AI switching product. 30+ person team, 5M customers. Architected ML platform with 5 patent applications. CTO Tech Excellence Award.

2023 — 2024

Senior Product Manager, Growth

Onboarding Checklist (58% CTR, 4M users). Shipped tiered savings product in 4 months. Managed 3 PMs with individualized development plans.

2021 — 2023

Product Manager, Payments & Personalization

First ML-driven recurring transactions experience (60K customers, 95% CSAT). Redesigned mobile transfers; 13% conversion lift.

2020 — 2021

Associate Product Manager, Recommendation Engine

Awarded U.S. Patent 20240046922 for ML augmentation technique. Secured executive buy-in for deep-learning on Enterprise Feature Platform.

Education

2025 — 2027

MBA — Columbia Business School

Technology Strategy & Product Management. Columbia Fellow (merit-based scholarship). VP roles in Entrepreneurship, Fintech, and Alleycon Tech Conference.

2025 — 2027

MS in AI/ML — Columbia Engineering

Engineering & Applied Science — Artificial Intelligence & Machine Learning.

2018 — 2020

BS, Business Administration — Washington University

Olin Business School. Entrepreneurship & Accounting. Summa Cum Laude, Phi Beta Kappa, Beta Gamma Sigma.

Technical Skills

Python, Pandas, NumPy, Scikit-Learn, SQL, Tableau, Swift, HTML, Git, Jira, Confluence, Figma