@agambansal13
Product & Business Analyst
I like working on the boring but critical parts of products. The things that reduce confusion, anxiety, and friction for users. Currently building small product mockups to learn product thinking through execution.

I built this independent mobile-first prototype while preparing for the Lumiere Program Manager interview to explore how student journey clarity and internal workflow visibility could be improved. The prototype focuses on making the research program easier to manage for both students and the program team. It centralizes student status, application progress, mentor coordination, and follow-ups in a single flow. The goal was to reduce ambiguity, improve communication touchpoints, and make it easier to identify when students need support. This project reflects how I approach ambiguous problems: by mapping workflows, identifying friction points, and building simple systems that improve clarity and execution.

Aglens is a product concept for a photography community built around learning and improvement rather than likes and popularity. The idea came from noticing how most platforms reward visibility instead of growth, which makes it hard for serious creators to get meaningful feedback and real opportunities. Aglens shifts the focus to structured critique, skill-based challenges, and progress-driven engagement, supported by built-in AI (Kara) that helps with guidance, feedback, and creative direction. The product aims to help photographers improve faster, understand their growth through analytics, and connect with the right people for collaborations and paid work. Monetization is centered on premium learning value through memberships, AI-powered tools, mentorship access, workshops, and professional exposure. By combining feedback, challenges, AI support, and progress tracking, Aglens treats photography as a craft and a career path, not just content for attention.

AI Browser is a product concept designed to make credibility a first-class part of the browsing experience. The idea came from noticing how users constantly consume information without any structured way to judge reliability, often relying on guesswork or brand familiarity. This product brings trust signals, source quality, and content transparency directly into the browser interface. It treats credibility as a product feature, not a user responsibility. The focus is on helping users make faster, more informed decisions while reducing dependence on unreliable or misleading sources.

District Assurance is a product concept that improves clarity and trust in the booking journey by simplifying complex policies into clear, usable information. It helps users understand coverage, refunds, and timelines through a visible assurance layer and a structured post-booking flow. When issues occur, it guides users to the right action, shows eligibility instantly, and provides transparent status, ownership, and resolution timelines. The focus is on reducing confusion, improving decision confidence, and making the post-booking experience predictable and reliable.
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