I build AI systems that automate knowledge work — replacing hours of manual research, triage, and synthesis with intelligent pipelines that cost pennies per query.
Find expensive manual knowledge work, automate it with AI, and make the economics work at scale.
That's the thread across everything I've built: PetTriage replaced $800 ER visits with $0.003 AI triage. Flex's CI platform turned 15 hours/week of manual competitor research into 2-hour automated briefs. LitLens compresses weeks of literature review into minutes.
My career started in Electrical Engineering, moved into Product Analytics at iGreenData where I shipped payment systems across 5 Pacific nations, and now I'm completing my MSBA at Santa Clara University (3.9 GPA) while shipping an AI competitive intelligence platform for Flex.
What I bring to PM roles: deep technical knowledge (I debug RAG pipelines and debate model architecture with engineers), product sense (I scope, prioritize, and say “no” to good ideas), and cross-functional leadership (50+ user interviews across 3 continents, teams of 4 through weekly sprints, stakeholders from C-suite to ground-level regulators).
Experience
Santa Clara University
Graduate Teaching Assistant — Operations & Supply Chain Management
Supporting Prof. Gangshu Cai across ISBA 3300 (Operations & Supply Chain Management, MBA) and ISBA 2434 (Supply Chain Finance). Facilitating discussions and providing academic support to 60+ students, bridging supply chain theory with data-driven analytical frameworks.
Flex
Strategic Analytics Consultant (Practicum)
Leading AI platform development for competitive intelligence — replacing 15+ hours/week of manual research with RAG-powered queries across 405+ SEC filings. Architected a dual-model RAG pipeline achieving sub-2s latency. Leading a 4-person team through API-first development with weekly sprint milestones. Conducting stakeholder interviews across Sales, Strategy, and Executive teams.
iGreenData
Engineer — Product & Data Analytics
Led product analytics for ANZ Bank's RTGS payment systems across 5 Pacific island nations. User research revealed mobile-money drove 60% of transaction volume, fundamentally changing product strategy. Built 10+ executive dashboards tracking 50+ KPIs — increased decision speed by 30%. Primary liaison between ANZ Australia HQ, Pacific central banks, and regulatory bodies.
Education
Santa Clara University
Leavey School of Business
Master of Science in Business Analytics
Sep 2024 – Dec 2026
Graduate Teaching Assistant for Operations Management. Available May–Sep 2026 for internships.
SSN College of Engineering
Chennai, India
B.E. in Electrical & Electronics Engineering
2014 – 2018
Foundation in embedded systems and signal processing — now applied to AI model architectures and deployment constraints.
Skills
Product Management
AI / ML
Technical
Tools & Platforms
Recognition
1st Prize — Analytics Showdown 2025
Santa Clara University
Competed against 12 teams analyzing Shopee e-commerce data. Built forecasting models that delivered 87% improvement in decision speed. Presented to 100+ attendees and 6 industry judges.
ANZ Payments Technology Domain Award
2023
Recognized for cross-functional leadership coordinating RTGS system launches across Fiji, Vanuatu, and Samoa central banks.
Star Performer Award
iGreenData, 2022 & 2023
Top 5% of 200+ employees. Recognized for consistently exceeding KPIs and driving high-impact projects.