Scenario Based Authoring Tool
Led the development of KAT (Kiwi Authoring Tool), an innovative authoring platform that enables educators to create engaging, scenario-based learning activities through an intuitive visual interface.
Portfolio
View allHere are some of the projects I've worked on. Each project is a unique journey that has helped me grow and learn new things.
Retail Digital Banking Platform Strategy
Led strategic enhancement of a regional bank's digital platform serving 70+ branches across three states. Conducted comprehensive user research, competitive analysis, and stakeholder interviews to develop recommendations that improved app store ratings from 3.9 to 4.3 and increased digital banking adoption by 15%.
K12 Standards Navigator
The solution integrated AI-powered standards mapping with intuitive visual navigation, allowing teachers to efficiently address learning gaps exacerbated by COVID-19. This groundbreaking project, which earned Carnegie Learning's Innovation Award, exemplifies my ability to deliver complex product initiatives that combine strategic vision with measurable impact, ultimately helping teachers provide targeted support to students during a critical period in education.
JeetoBharat (Win India!)
As founder and CEO, bootstrapped and scaled an EdTech platform that democratized access to civil services exam preparation across India. Built the platform with a lean team of 3 engineers for $30,000, scaled to $500,000 in annual revenue, and helped 750 students succeed in their examinations.
Thoughts
View allThis is where I share my thoughts and ideas on various topics, including product management, entrepreneurship, and human-centered design.
Behind Every Great Product - Idea, Tech—or Both?
Great products are born when visionary ideas meet the right technology—and both are executed with precision. It’s not a battle between idea and tech; it’s a partnership where each fuels the other. Success lies in aligning feasibility, viability, and trust into a seamless user experience.
Why Consumers Pay More for Driverless Rides?
This analysis examines the surprising 60% price premium for Waymo's driverless rides compared to Uber and Lyft in Phoenix, with data from identical routes at different times of day. The post explores multiple explanations including supply-demand imbalance, novelty factor, strategic luxury positioning, and the socioeconomic implications of this emerging technology.
How AI Agents Achieve Reliability in a Probabilistic World
The key insight about AI agents is that reliability doesn't require pure determinism. Instead, it demands appropriate boundaries, checks, and fallback mechanisms—just as we build reliable systems using unreliable components in other fields.