β€œSo to speak, we did it.”

Ambrissh S. Raghav

Hey there, I'm Ambrissh

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.

NCC Cadet
Fun Fact πŸŽ–οΈ

NCC Best Cadet β€” RDC 2019–20

Was part of the National Cadet Corps and represented my group as Best Cadet. Genuinely one of the most intense things I've done.

When I'm not building β€”
Competitive Programming 🧩Cubing 🎲

Builds I Built (and am building :)

LoopThru Logo

LoopThru

01
open sourcechrome extensiongroq api

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
Clowde Logo

Clowde

02
open sourcechrome extensioncontext management

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 GitHub

Cognitive Drift

03
open sourcellm observabilityml

Real-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.

View on GitHub
LoopNote Logo

LoopNote

04
open sourcechrome extensionchatgpt

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 GitHub
Ambrissh GitHub contributions
github.com/Ambrissh β†’
5+Projects shipped
3Research collaborations
Websites + visibility

I've also built websites for brands.

From design and development to SEO and GEO, built to help local businesses get discovered.

SEOGEO

Skills, in motion

Things I actually use, not things that look good on a resume.

AI / ML
PythonC++JavaScriptReactNext.jsPyTorchJAXScikit-LearnCleanRLGymnasiumPythonC++JavaScriptReactNext.jsPyTorchJAXScikit-LearnCleanRLGymnasium
Systems / Tools
Stable Baselines3STM32MPU6050OpenOCDARM SemihostingGitLinuxBashMATLABLaTeXStable Baselines3STM32MPU6050OpenOCDARM SemihostingGitLinuxBashMATLABLaTeX

Experience

Research Collaborator β€” Energy-Efficient Drone Control using RL

March 2025 – May 2026
IIIT Hyderabad Β· Remote
Advisor: Prof. Harikumar Kandath

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

Research Intern

May 2025 – July 2025
BITS Hyderabad Β· Hyderabad, India

β€” Studied classical cryptography (RSA, AES) and quantum threats (Shor's, Grover's)

β€” Explored post-quantum cryptographic frameworks

Reading Project β€” Quantum Information & Computing

March 2025 – June 2025
IISER Berhampur Β· Remote
Advisors: Prof. P.K. Panigrahi, Dr. Shreya Banerjee

Stuff I've Organized

(I love organizing and taking initiatives)

TEDxIISERBPR

2024–2026
Head of Organizing Committee

Led the whole thing β€” speaker curation, logistics, keeping 200+ people from losing their minds on the day. Somehow worked out.

Metaverse Entangled

2025–Present
Founder & Host

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.

Jigyansa, IISER BPR

2025–2026
Head, Video Podcast Team

Running video content and podcast production for IISER's science outreach club. Basically the media guy.

Publications & Outreach Council

2024–2025
Core Member

IISER Berhampur's official outreach body. Did the things, attended the meetings.

Physics Club, IISER BPR

June 2025–Jan 2026
Coordinator

Open Source Contributions

2025–Present
Builder

Contributing to open-source projects, experimenting publicly, and learning by shipping things into the real world.