
Technology
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EdTech
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YC W26
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Valuation:
Undisclosed

Last Updated:
March 24, 2026

Mobile language learning app that transforms doomscrolling into immersive education, using ML-powered adaptive video feeds with clickable explainer subtitles to teach languages through short-form native content.
Adaptive difficulty scaling, personalized video recommendation feed, clickable explainer subtitles. iOS and Android. Iterative improvements to latency and feed recommendations.
Solo-founder iterating rapidly. Pivot from character-conversation app to video-feed model suggests data-informed decisions. Expansion to additional languages and generative AI content creation likely.
ML-powered recommendation engine that personalizes an infinite scroll of native-language video content to each learner's proficiency level, interests, and engagement patterns in real time.
The app figures out exactly which videos will teach you the most while keeping you hooked, like a TikTok algorithm that actually makes you smarter.
It's like having a language tutor who secretly replaced your TikTok For You Page with content that's perfectly calibrated to stretch your brain just enough that you don't notice you're learning.
Automatic speech recognition pipeline that transcribes native-language video audio in real time and generates clickable, context-aware explainer subtitles with instant translations and grammar breakdowns.
Every video automatically gets smart subtitles you can tap to instantly understand any word or phrase, like having a patient tutor sitting inside your captions.
It's like watching a foreign film where every subtitle is secretly a hyperlink to a mini language lesson, except it all happens so fast you forget you're not fluent yet.
ML-driven learner proficiency model that continuously estimates each user's vocabulary knowledge and grammatical competence across skills, then orchestrates spaced re-exposure of target language elements through naturally occurring video content rather than flashcards.
The app secretly tracks every word you've learned and makes sure you keep bumping into it in new videos right before you'd forget it—spaced repetition disguised as entertainment.
It's like if Netflix secretly rearranged which shows you see next to make sure you never forget a plot point from three seasons ago—except instead of plot points, it's Japanese vocabulary.
Mostafa self-taught Japanese through 6 years of immersion and combines dual engineering/business training from UPenn M&T (Electrical Engineering) and Wharton. He built a product that authentically replicates the immersion journey he lived.