2-day current streak·5-day longest streak
Hi, I'm Akash 👋 I'm a CS graduate from Kolkata, India, and an AI safety researcher working on LLM cooperation and game-theoretic multi-agent systems. I've had work published at ICLR…
Hi, I'm Akash 👋
I'm a CS graduate from Kolkata, India, and an AI safety researcher working on LLM cooperation and game-theoretic multi-agent systems. I've had work published at ICLR and NeurIPS, and I'm currently on a research fellowship studying how language models coordinate under conditions of strategic interaction.
When I'm not doing research, I build things — mostly for myself, occasionally for a few hundred thousand people.
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🛠️ Things I've built
Kolkata Bus Router · github
A static, fully client-side route finder for Kolkata's buses. Route information here lives in people's heads and fragmented lists — this turns that into a searchable graph with direct, one-change, and two-change routes, autocomplete, and stop maps. No backend. No login. Just works.Went mildly viral. 300k+ views.
HTML Python Graph search
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Scheme Finder *(Yojana Khojna)*
A government scheme finder for Indian citizens, in 12 languages. Most people who need welfare schemes can't find them — buried in bureaucratic portals that assume digital literacy and Hindi fluency. This tries to fix that.Multilingual NLP Civic tech
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Personal tooling — things I built because I needed them
I have a habit of building small, specific tools for myself rather than looking for an app. Some of these:
- Insta Transcriber — pulls all my Instagram videos and transcribes them locally. Built it for my own content workflow.
- Flickr GIF — generates Anki-encoded flickering GIFs so I can learn Q&A pairs in a format that actually sticks for my brain.
- Learn French — a small app I built to study French, which I passed with a strong result after a compressed prep session.
- Book2Audio — converts books to audio. Built for personal use.
- Email Generator — context-aware draft generation. Also personal.
- FIFA 26 WC Prediction — a World Cup outcome predictor I'm actively working on, built around a Dixon-Coles base model with feature adjustment layers.
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🔬 Research
I work at the intersection of AI safety, cooperative AI, and game theory. My current focus is on how LLMs exhibit similarity-based cooperation — what it means, how it emerges, and what it implies for alignment.
- ICLR Oral (equal first author)
- NeurIPS publications
- h-index 5 · 233 citations (Updated June, 2026)
- Work cited in the 2026 International AI Safety Report
🧰 Stack
Languages — Python, JavaScript, HTML/CSS
ML/AI — PyTorch, Transformers, scikit-learn, NumPy, Pandas
Infra — Vercel, Docker, Git
Other — Flask, MySQL, Plotly
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🌐 Find me




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*I'm figuring out how to be a researcher and a human at the same time. It's going okay.*
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kolkata-travel-router
Finding Bus Routes in Kolkata
HTML ★ 117 23d agoExplain → -
ML_Roadmap
The only ML Roadmap that you will ever need.
★ 45 2y agoExplain → -
Yojana-Khojna
No description.
TypeScript ★ 4 12d agoExplain → -
project-protocol
No description.
JavaScript ★ 4 5mo agoExplain → -
Alignment-Jam
No description.
Jupyter Notebook ★ 2 2y agoExplain → -
Akash190104
No description.
★ 1 5d agoExplain → -
annotated_deep_learning_paper_implementations ⑂
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
★ 1 4mo agoExplain → -
DarkGPT ⑂
Dark Patterns in Chatbot Design
Python ★ 1 1y agoExplain → -
Hamoye_DS_Track
Consists all my tag along codes and projects for the 4 month long Hamoye data science track internship
Jupyter Notebook ★ 1 2y agoExplain → -
AI-Scientist ⑂
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
★ 1 1y agoExplain → -
impler.io ⑂
Open source infrastructure for data import
★ 1 3y agoExplain → -
ivy ⑂
The Unified Machine Learning Framework
Python ★ 0 3y agoExplain → -
CoopEval
No description.
Jupyter Notebook ★ 0 2mo agoExplain → -
crowd.dev ⑂
⚡️ The developer data platform to centralize community, product, and customer data
★ 0 2y agoExplain → -
udlbook ⑂
Understanding Deep Learning - Simon J.D. Prince
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BRACE
Repository for Paper titled: The Adversarial Arms Race: Emergent Security Through Competing AI Agents
★ 0 8mo agoExplain → -
mindgames-starter-kit ⑂
The official starter-kit for NeurIPS 2025 mind games competition
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signa ⑂
No description.
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PDF-Booklet
No description.
Python ★ 0 1y agoExplain → -
space_turtle_101
No description.
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AI-Through-the-Human-Lens-Investigating-Cognitive-Theories-in-Machine-Psychology
No description.
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streamlit-text-to-audio
Takes a sentence as input. Returns an audio file outputting one word every two seconds.
Python ★ 0 1y agoExplain → -
Akash190104.github.io
No description.
HTML ★ 0 1y agoExplain → -
concordia ⑂
A library for generative social simulation
★ 0 1y agoExplain → -
WomenSafetyStreamlit ⑂
No description.
Python ★ 0 1y agoExplain → -
deep-nets-reproducing ⑂
Reproducing the ICLR 2022 blog post "Deep Neural Nets: 33 years ago and 33 years from now" by Andrej Karpathy, for classroom use.
★ 0 2y agoExplain → -
Syntax_Agents
No description.
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Image-table-to-text- ⑂
Extracting tabular data from the image and storing it in CSV.
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Impact_work-test_SAM
Repository consisting of my code written during Sam Brown's work-test
Jupyter Notebook ★ 0 2y agoExplain → -
Devops-StageC-Lab-1
No description.
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Stage-C-Lab-2
No description.
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intro-to-github
No description.
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mteb ⑂
MTEB: Massive Text Embedding Benchmark
Python ★ 0 2y agoExplain → -
workbench-exporter ⑂
No description.
★ 0 2y agoExplain → -
generative-ai-for-beginners ⑂
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
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clickvote ⑂
Add upvotes, likes, and reviews to any context ⭐️
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LASER_embeddings_for_cross_lingual ⑂
Language-Agnostic SEntence Representations
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Redux-toolkit ⑂
No description.
Java ★ 0 3y agoExplain → -
Mohakash ⑂
No description.
Jupyter Notebook ★ 0 2y agoExplain → -
Alignment-Jam-Hackathon
No description.
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kunal-kushwaha ⑂
No description.
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Africa_conflict_streamlit
No description.
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Hamoye-Data-Fusion
This is the repository for the team "Data Fusion" of Hamoye Data Science Fall internship 2023.
Jupyter Notebook ★ 0 2y agoExplain → -
diffusers ⑂
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
★ 0 2y agoExplain → -
peft ⑂
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
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league-of-legends-outcome-classification ⑂
No description.
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transformers ⑂
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
★ 0 2y agoExplain → -
chat-ui ⑂
Open source codebase powering the HuggingChat app
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AutoAgents ⑂
Generate different roles for GPTs to form a collaborative entity for complex tasks.
★ 0 2y agoExplain → -
hanko ⑂
Open authentication and user management for the passkey era
★ 0 2y agoExplain → -
wasp ⑂
The fastest way to develop full-stack web apps with React & Node.js.
★ 0 2y agoExplain → -
ToolJet ⑂
Low-code platform for building business applications. Connect to databases, cloud storages, GraphQL, API endpoints, Airtable, Google sheets, OpenAI, etc and build apps using drag and drop application builder. Built using JavaScript/TypeScript. 🚀
★ 0 2y agoExplain → -
novu ⑂
🔥 The open-source notification infrastructure with fully functional embedded notification center 🚀🚀🚀
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curriculum ⑂
The open curriculum for learning web development
★ 0 2y agoExplain → -
rotki ⑂
A portfolio tracking, analytics, accounting and management application that protects your privacy
★ 0 2y agoExplain → -
formbricks ⑂
Open Source Surveys & Experience Management Solution
★ 0 2y agoExplain → -
docs-1 ⑂
Novu documentation - The Masterpiece
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swirl-search ⑂
Swirl is open-source software that uses AI to simultaneously search multiple content and data sources and return AI ranked results which can be used to prompt Generative AI, enabling you to get answers based on your own data.
★ 0 2y agoExplain → -
monkeytype ⑂
The most customizable typing website with a minimalistic design and a ton of features. Test yourself in various modes, track your progress and improve your speed.
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gpt-pilot ⑂
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
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machinelearning ⑂
ML.NET is an open source and cross-platform machine learning framework for .NET.
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awesome-machine-learning ⑂
A curated list of awesome Machine Learning frameworks, libraries and software.
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cocos-docs ⑂
Manual docs content for Cocos Creator
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neural_prophet ⑂
NeuralProphet: A simple forecasting package
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litellm ⑂
Call all LLM APIs using the OpenAI format. Use Azure, OpenAI, Cohere, Anthropic, Ollama, VLLM, Sagemaker, HuggingFace, Replicate (100+ LLMs)
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appwrite ⑂
Build like a team of hundreds_
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DocsGPT ⑂
GPT-powered chat for documentation, chat with your documents
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Basics-of-ML ⑂
This repo contains everything that you need to get started with ML.
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sktime ⑂
A unified framework for machine learning with time series
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NLP-with-Deep-Learning ⑂
In this repository, i will be making some cool projects in NLP from basic to intermediate level.
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ai-math-roadmap ⑂
Your no-nonsense guide to the Math used in Artificial Intelligence
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Deepfake_Detection ⑂
No description.
Python ★ 0 3y agoExplain → -
egypt-roommate-compatibility ⑂
No description.
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VishuKalier2003 ⑂
Config files for my GitHub profile.
★ 0 3y agoExplain → -
awesome-notebooks ⑂
Ready to use data science templates, organized by tools to jumpstart your projects and data products in minutes. 😎 published by the Naas community.
★ 0 3y agoExplain → -
detect-gpt ⑂
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
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hsf.github.io ⑂
HEP Software Foundation github site
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TourGuide ⑂
No description.
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refine ⑂
Build your React-based CRUD applications, without constraints.
TypeScript ★ 0 3y agoExplain → -
translations ⑂
Here everybody can help to localize TheoTown to other languages.
Shell ★ 0 3y agoExplain → -
developertools.tech ⑂
A collection of tools for developers served as a PWA
TypeScript ★ 0 3y agoExplain → -
html-form-enhancer ⑂
Adds support for enctype="application/json", more HTTP methods and HTTP status codes to HTML forms
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CheatSheets-for-Developers ⑂
A collection of programming CheatSheets for developers to boost your productivity and quick review to remember while working.
★ 0 3y agoExplain → -
eddiejaoude ⑂
Custom GitHub profile for Eddie Jaoude
★ 0 3y agoExplain → -
LinkFree ⑂
Open source alternative to LinkTree
★ 0 3y agoExplain → -
mealie ⑂
Mealie is a self hosted recipe manager and meal planner with a RestAPI backend and a reactive frontend application built in Vue for a pleasant user experience for the whole family. Easily add recipes into your database by providing the url and mealie will automatically import the relevant data or add a family recipe with the UI editor
★ 0 3y agoExplain → -
Authorship-Attribution-for-Neural-Text-Generation ⑂
No description.
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book-open-source-tips ⑂
Open Source book on Open Source Tips
★ 0 3y agoExplain → -
LinkTree ⑂
Helps people make linktree by simply copy pasting and without spending any money
★ 0 3y agoExplain → -
DataScience ⑂
A Data Science repository to learn and work on real world projects. Kaggle Problems will be included here. Curated list of Python resources and programs.
★ 0 3y agoExplain → -
thxmx-ui ⑂
A modern library for reactJS components
★ 0 3y agoExplain → -
resoto ⑂
Resoto creates an inventory of your cloud, provides deep visibility, and reacts to changes in your infrastructure. ⚡️
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seasonsixty-java ⑂
This repository is created for hacktoberfest 2022
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clueless-official-website ⑂
This is Clueless official website where you can make your developer profile as well as meet new people across the world.
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freeCodeCamp ⑂
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
★ 0 3y agoExplain → -
vercel ⑂
Develop. Preview. Ship.
★ 0 3y agoExplain → -
PetMe ⑂
PetMe is an all-in-one platform that allows animals to be adopted, donated to pet lovers, and provides emergency medical care to stray animals in need. Star this repo⭐
★ 0 3y agoExplain → -
decomp.me ⑂
Collaborative decompilation and reverse engineering website
★ 0 3y agoExplain → -
scout ⑂
:star: Find hacktoberfest repos from your terminal by getting repos by the range of stars they have.
★ 0 3y agoExplain → -
Drifty ⑂
Drifty is an open-source interactive File Downloader system built with java. It is currently available in CLI mode and has the GUI version under active development.
★ 0 3y agoExplain → -
circleci-docs ⑂
Documentation for CircleCI.
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rusefi ⑂
rusefi - GPL internal combustion engine control unit
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Amadeus ⑂
アマデウス Memory storage and artificial intelligence system. Complex chatting AI bot for discord, also voice / music, streams trackers, WarCraft3 news, games trackers, various statistics/info grabbers.
★ 0 3y agoExplain → -
scapegoat ⑂
Scala compiler plugin for static code analysis
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pyp5js ⑂
Python to P5.js Transcriptor
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BookCase ⑂
This is a small webpage that allows user to add and showcase their favorite Books!
★ 0 3y agoExplain → -
Learn-to-Code ⑂
This repository is the MLSA-MUET-SZAB-CLUB commitment towards the opensource and learning to code.
Jupyter Notebook ★ 0 3y agoExplain → -
free-programming-books ⑂
:books: Freely available programming books
★ 0 3y agoExplain → -
roadmaps ⑂
This repository contains the list of communities and job portals you can join and apply to.
★ 0 3y agoExplain → -
pokemodle ⑂
Adivina el Pokémon oculto cada día hasta que te hagas con todos.
★ 0 3y agoExplain → -
Web-Dev-For-Beginners ⑂
24 Lessons, 12 Weeks, Get Started as a Web Developer
★ 0 3y agoExplain → -
cloud_haiku ⑂
Community-made poetry about infrastructure
HTML ★ 0 3y agoExplain → -
bagisto-docs ⑂
Bagisto Development and API Documentation:
★ 0 3y agoExplain → -
lego ⑂
LEGO Backend
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docs ⑂
Documentation site for extensions
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classroom-monitor-bot ⑂
This is discord bot specifically made for Community Classroom
★ 0 3y agoExplain → -
damegender ⑂
Experiments about gender detection from names written in python and bash
★ 0 3y agoExplain → -
hundoLeaderboard ⑂
A Leaderboard for the recipes at home project
★ 0 3y agoExplain →
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