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Sudhir Gupta

Sudhir Gupta

AI Product Strategist | EdTech Entrepreneur | Human-Centered Innovation

💡 AI-focused Product Manager and first-gen entrepreneur who bootstrapped and scaled a startup, growing revenue, expanding from a 3-person founding team to a 30-member organization. With a Carnegie Mellon background in human-centered design and hands-on coding skills, I bridge tech, business, and innovation—bringing both strategic vision and execution to AI-driven products.

Learning Engineer Agent

A multi-agent AI system that automates eLearning course creation through web research and live Socratic interviews with subject matter experts. Built to explore what agentic AI truly means for EdTech — and why human judgment remains irreplaceable in the loop.
AI EdTech
Learning Engineer Agent

LangReels Language Learning App

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.
AI EdTech Mobile App
LangReels Language Learning App

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.
Product Management
Scenario Based Authoring Tool

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%.
Consulting
Retail Digital Banking Platform Strategy
From Roadmap to Reality: Building My Learning Engineer Agent (and Wrestling with Web Research)

From Roadmap to Reality: Building My Learning Engineer Agent (and Wrestling with Web Research)

A founder-style diary on building an agentic EdTech AI platform, tackling web research reliability issues, and applying STORM-inspired thinking.

Behind Every Great Product - Idea, Tech—or Both?

Behind Every Great Product - Idea, Tech—or Both?

Product Management Technology

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?

Why Consumers Pay More for Driverless Rides?

Product Management Technology

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.