
LoopThru
01AI-powered Chrome extension that filters Discord noise using Groq API. Sends browser notifications only for messages that actually matter. Because who has time to read 400 unread messages.
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Ambrissh S. Raghav
I'm a fourth-year BS-MS Physics student at IISER Berhampur. Technically a physics major, but more interested in Machine Learning , particularly in the area of Mechanistic Interpretability.
Over the past I have worked around various areas like quantum communications , embedded systems , cybersecurity and ML modelling for defence tech before finally making my jump into Mech Interp . I also enjoy building things with AI both for mech interp and for my convenience . Some stuff I've made are listed below !
I also host Metaverse Entangled, a podcast series where I talk to founders, scientists, and researchers doing genuinely interesting things. It started as curiosity ,still is. You can learn more by going to the "My Podcasts!" page .
If you are interested in Mech Interp or want to build something together or just say Hi β hit the contact page. I don't bite.
Was part of the National Cadet Corps and represented my group as Best Cadet. Genuinely one of the most intense things I've done.

AI-powered Chrome extension that filters Discord noise using Groq API. Sends browser notifications only for messages that actually matter. Because who has time to read 400 unread messages.
View on GitHub
Use Claude without hitting limits! An easy to use extension that watches your Claude.ai context window and nudges you to switch chats before you lose your flow. Generates full continuity handoffs so the next chat picks up exactly where you left off. Claude + Flow = Clowde.
View on GitHubReal-time observability for LLM uncertainty and reasoning instability. Tracks when models start losing the plot mid-generation. Turns out that happens more than you'd think.
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Stop switching chats and losing context. LoopNote gives you a parallel workspace inside ChatGPT for quick questions, notes, and saved insights. Your side-brain, basically.
View on GitHubFrom design and development to SEO and GEO, built to help local businesses get discovered.
Things I actually use, not things that look good on a resume.
β Developing RL-based control policies for energy-efficient UAV navigation with custom Gymnasium reward functions
β Training and benchmarking agents (CleanRL, SB3) under real-world deployment constraints
β Studied classical cryptography (RSA, AES) and quantum threats (Shor's, Grover's)
β Explored post-quantum cryptographic frameworks
(I love organizing and taking initiatives)
Led the whole thing β speaker curation, logistics, keeping 200+ people from losing their minds on the day. Somehow worked out.
Started a podcast because I kept having interesting conversations and thought β why not record them? Now I interview founders and scientists from around the world.
Running video content and podcast production for IISER's science outreach club. Basically the media guy.
IISER Berhampur's official outreach body. Did the things, attended the meetings.
Contributing to open-source projects, experimenting publicly, and learning by shipping things into the real world.