Projects · 2 published

Work I can point at.

A short list, on purpose. Each entry says what it is, why it exists, and where you can look at it — a live site, a repository, a write-up, or a note when nothing is public yet.

French Coach app homepage showing the headline "Practise the IGCSE French speaking exam by speaking, not by reading"

Web · AI

In progress

French Coach

AI speaking practice for IGCSE French, because speaking is what students practise least.

French Coach records spoken answers to Paper 3 style role-play and topic-conversation questions, generates structured grammar and vocabulary feedback from the transcript, and tracks mastery across grammar categories over time so each session builds on the last.

Hardware

Experiment

Line-Follower Robot

Autonomous line-follower with obstacle detection, clearance flap, and app control.

Built at an IIT makerspace: an IR sensor follows a black line autonomously, ultrasonic sensors detect obstacles ahead, and a servo-driven flap clears objects out of the path. A companion app provides manual override and direct control over the robot's movement.

Built as a physical prototype at an IIT makerspace. No public repository or deployment link.

Next

Want the longer story?

The decisions, the dead ends, and what I would change are written up on the blog as the work happens.