Year III · CS · Goa, India
Third-year CS student from Goa. Currently deep in LLM security: prompt injection, adversarial attacks, making AI harder to break. Also built a Discord translation bot that grew to thousands of users, which taught me more about distribution than anything else.
Brands & Teams
Here's what I spend most of my time on
Working on prompt injection defense, jailbreak detection, adversarial robustness. This is my main focus right now, building security tooling for LLM applications that actually holds up.
Got a Discord translation bot to thousands of active users. That's the kind of feedback loop I like: real users, real usage. Demos don't count.
I try to ask "would anyone actually use this?" before building. Not always easy to answer, but it's the right question to start with.
Python and JavaScript mostly, with whatever else the project needs. I care less about the stack and more about getting things shipped and running.
Things I've built and shipped
Security toolkit for LLM applications. Covers prompt injection defense, jailbreak detection, and adversarial robustness. Still building, this one's going to take a while to get right.
Rate limiter with 5+ algorithms: Token Bucket, Sliding Window, Leaky Bucket. Built to understand how this stuff actually works at the infrastructure level.
Research algorithm combining hierarchical decomposition with quantum-inspired techniques for pathfinding in complex graphs. More of an exploration than a product.
Real-time emotion recognition from video using deep learning and computer vision. Multi-modal feature fusion, got surprisingly good results.
AI for retail investors in India. Market data is overwhelming and most people don't have a finance background, so this was an attempt to make it less confusing.
Discord bot that translates across 100+ languages with auto language moderation. Grew to thousands of active users, my first real experience with a product people kept using.
Built something and competed at Google's Lakecity Hackathon 2026. 24 hours, real constraints, lots of other smart people in the room good experience.
Maze game with racing elements and quizzes built in. Started as a fun side project, ended up being a good exercise in game logic and state management.
The tools I've picked up along the way. Some from coursework, most from just building stuff and figuring it out.
If you're working on something in AI or security, want to collaborate, or just want to say hi, drop me a message. Always happy to chat.