Sarthak Shrivastava

Real-time accent conversion is a massive unlock for global teams. The accented speech problem isn't just about clarity, it's about the cognitive load on listeners, which affects meeting productivity. How does it handle code-switching, like when someone moves between their native language and English mid sentence? And is the conversion noticeable to the speaker themselves, or is it fully...

Gamified study sessions on top of AI flashcards is a smart combo. The challenge with gamification in study tools is balancing fun with actual learning like sometimes students optimize for points rather than retention. How do you ensure the gamification reinforces genuine understanding rather than just speed-running through cards? Also curious if it tracks longterm retention metrics beyond...