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AI-powered TikTok-style language learning platform that transforms user-generated videos into interactive learning experiences. Combines Social Learning Theory with advanced AI to make authentic cultural exchange the foundation of language acquisition.
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.
With less than 10% of human knowledge digitized and available online, can we really claim that Large Language Models encode humanity's wisdom?
A discussion about how generative AI is reshaping product management's traditional constraints of desirability, feasibility, and viability, while exploring key design considerations like probabilistic outputs, user agency, and economic realities.
A critical examination of AI's potential impact on education, drawing parallels with the MOOC revolution
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%.
AI-powered TikTok-style language learning platform that transforms user-generated videos into interactive learning experiences. Combines Social Learning Theory with advanced AI to make authentic cultural exchange the foundation of language acquisition.
A critical examination of AI's potential impact on education, drawing parallels with the MOOC revolution
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.
AI-powered TikTok-style language learning platform that transforms user-generated videos into interactive learning experiences. Combines Social Learning Theory with advanced AI to make authentic cultural exchange the foundation of language acquisition.
The project, completed during Dribbble's 13-week product design course, showcases my ability to create user-centered solutions through minimalist design and rigorous user research. The resulting platform demonstrates thoughtful integration of trust-building features while maintaining an engaging, intuitive interface.
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.
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.
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.
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.
A deeply personal exploration of Meta Portal TV's journey reveals how even groundbreaking products that create magical user experiences can struggle in the market. Through the lens of video calls with my niece and nephew on a 75-inch screen, I unpack crucial lessons about the complex interplay between product innovation, market timing, and corporate strategy.
A discussion about how generative AI is reshaping product management's traditional constraints of desirability, feasibility, and viability, while exploring key design considerations like probabilistic outputs, user agency, and economic realities.
Understanding the art and science of writing effective user stories that drive product development
Exploring how product debt extends beyond technical considerations and shapes product sustainability
Exploring the true scope of design in product management beyond visual aesthetics
How a military concept can revolutionize product vision communication
Understanding the strategic use of feature toggles in software development
Understanding the essential elements that define true agile implementation
Understanding the distinct challenges and requirements of managing educational technology products
