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Caerii/README.md

human-machine symbiosis // supercoordination // physical AI // XR agents // computational cognition

Enter the interactive 3D Caerii command deck

3D contribution graph

browse 190+ repos · jump to the good ones ·

hi

i'm Alif ! I keep coming back to the same problem: most software treats people as operators sitting in front of a screen, but the interesting work happens in rooms, in bodies, between people, across time. I want to build the interfaces for that. I massively support open source software, and am constantly experimenting and expanding my skills.

so in practice I end up somewhere between XR, brain-computer interfaces, multi-agent systems, and modular robotics.

I studied for minors in robotics && math, with my dual degree in Computer Science + Business Intelligence && Data Analytics with an undergrad at Clarkson University from 2019-2023 in the US, and at DTU in Denmark, and... I wanted to build new organizations, technologies, startups, philosophies, and scientific fields.

now I'm an affiliated researcher at the MIT Media Lab, Fluid Interfaces group for the last few years doing gnarly interdisciplinary and fundamental work.

I did MIT Reality Hack every year from 2022 to 2026 (fellow hackers reach out 2 me for opportunities!!), and now run Superintelligent Group AKA ΣIG.

before ΣIG, I worked through Halcyox, my distributed advanced HCI R&D company which eventually morphed into everything. Some of these repos are polished... some are messy, as a perfectionist I now try to build in public as much as I can, I know all too well that learning in a (vacuum) produces unproductive outcomes...

right now I advise engineering & research at Doppel Labs and Wallace. I’m also collaborating with Augmentiv Labs on a scientific reproducibility stack that uses smartglasses to make lab procedures verifiable and repeatable. from nov 2024 to aug 2025 I was the first non-founding engineer at Fabublox, an MIT Nanotechnology collaboration, simulation, and process design spin-out startup where I upgraded their process editor, created their version control system, and built out a full-stack AI system called PANDA (Process && Nanofab Design Assistant) to help Fab Services be more intuitive to access across facilities, among other awesome things (like accelerating the entire dev team w/ Vite && Cursor && Claude).

At Clarkson from 2019-2023, I conducted research at the Terascale All-Sensing Research Studio (TARS) under Sean and Natasha Banerjee in XR, robotics, CV, MLK, and AI. During u.g. I also ran the Google sponsored Google Developer Student Club, teaching people about XR, Cloud, and Web technologies for 2 years. I first started becoming really swag once I started attending MIT Reality Hack which I disccovered through running the GDSC, which propelled my career in experimental creative and augmentation technology.

I also once prompted AI to generate a dating website for worms and inspired someone to stageplay my AI-generated youtube dialogues at an off-broadway theater in Brooklyn, so calibrate accordingly.

breadth (fast scan)

if... you’re trying to glimpse my polymath range rather quickly*: this account is a mix of XR prototypes, research code, web tools, civic projects, and odd art experiments. The list below is curated, but the repo index is the real proof: github.com/Caerii?tab=repositories.

active threads

project what status
Superintelligent.Group swarm multiplayer IDE building
MosaicDrone modular self-assembling drone swarm designing
Assemblies / NEMO computational cognition (assembly calculus) researching
CommonQuant market agent societies testing
Unionize.Software worker coordination tools organizing

repos worth opening

If you only open a few things, open the repos whose notes tell you how to run it / what to click / what artifact to look at first.

coordination & multi-agent infrastructure

repo what notes
superintelligent.group swarm-native collaborative software development environment open docs/architecture/CONCEPTUAL_OVERVIEW.md for the “VAC” model
git2.org swarm-native version control built on git run git2-mcp; entity-level locking + intent-aware commits
arxiv2.org “paper → living project” bridge (paste arXiv URL/ID) start with docker compose up (web+api), then hit /api/resolve
SwarmIDE-Alpha collaborative doc + editor where agents work in the same space as you start pnpm run server + pnpm run dev (Monaco + Yjs/Y-Sweet)
AI-ID user-owned context layer for AI apps (auth + scoped memory grants) open ai-id-app/; scopes + store/retrieve APIs; optional pgvector
Unionize.Software privacy-first worker decision-routing + encrypted organizer intake open the guides corpus via the shipped CLI + local MCP server

mechanistic interpretability & computational cognition

repo what notes
circuit-tracer find/visualize/intervene on circuits using transcoder features open demos/circuit_tracing_tutorial.ipynb (end-to-end)
CollaborationCircuitsMechInterp social cognition / ToM circuits in LLMs (multi-agent settings) open EXPERIMENTAL_PLAN.md + METHODOLOGY.md first
assemblies neural assembly calculus runtime + research workspace (neural-assemblies) run uv run python examples/01_basic_assembly_calculus.py
TYPHON hierarchical memory research harness for long-context / cross-episode eval run uv run typhon evaluate-memory-suite ... (docs have runbooks)
SocietyofScientists multi-agent grant proposal generator (AG2 + AI21 Jamba + Exa) start backend, then frontend/ → wizard; export PDF/DOCX/LaTeX
feb_2_26_multi_agent_research local 407-paper multi-agent research corpus + tools run python search_papers.py \"keyword\"

XR / wearables / embodied interfaces

repo what notes
OpenGalea colocated multiplayer MR controlled by EEG (OpenBCI Cyton + Quest 3) open Devpost/demo links in the README; hardware + setup sections are real
codrawer-bridge Remarkable Paper Pro strokes → AI ghost-layer ink (co-drawing infra) start at docs/protocol.md + docs/latency_budget.md
DelightfulOS “internet of bodies” OS: sensors → signal bus → policies → AR overlays run demo script, then open the dashboard (/dashboard)
OpenEgoLens hackable egocentric camera gateway (stream + control + AI snapshots) run gateway + UI; frame sampling (1–2s) is the core design choice
LifeInBetweenXR MIT Reality Hack 2023 3D map viewer open and run the Unity project
MicrocosmXR multiplayer XR sandbox for shared world-building explore Unity project + Minecraft integration experiments
WearableHolographicTheatreKid wearable holographic theater piece open the repo and skim the artifacts

robotics / CAD / sim-to-real

repo what notes
OpenCAD modular CAD stack: kernel + solver + feature-tree + agent + viewport start viewport in mock mode, then flip VITE_USE_MOCK=false for live services
SimCorrect autonomous sim-model fault detection + correction loop run a Problem*_*/demo.py to watch detect → fix → verify
MosaicDrone “programmable aerial voxels” — modular self-assembling omnidirectional drone swarm start at “MOSAIC defined” + architecture diagrams in the README
OpenEnvironment natural language → procedural 3D terrain (heightmaps/splatmaps/voxels) start backend + web, then try the example prompts (“create a desert…”)

web / products / odd but real

repo what notes
VisuaML visual ML editor on the web open the live site, then the repo for implementation
CommonQuant.com AI-powered market analysis web platform start the web app and click through the core flows
3d-audio-visualizer 3D acoustic wave visualization sandbox start pnpm dev; open src/visualization/IsometricWaveScene.tsx
slither.in dating site for worms + tiny arcade game open the live site; “Squiggle” is the hidden proof-of-craft
smartsight-backend backend for SmartSight accessibility/vision project skim routes/services; it’s real backend glue work
TheBabelBook Library of Babel, but with GPT-3 open the README + core generation logic
criticaltheory-wiki applied critical theory wiki open the live wiki, then the repo for content mechanics
fast360compression saliency-based 360° video compression research code run/skim the core C pipeline and results

index (the wider perimeter)

This is the “everything else” map — classes, prototypes, websites, one-offs, and experiments that still say something true about how I build.

complete repo index (auto-generated)

This is a machine-generated index of my owned repos (sorted by most recent pushes). It’s intentionally exhaustive; the sections above are the human-curated reading path.

open the full repo index (auto-generated)
repo what lang
slither.in a dating website for worms JavaScript
CommonQuant.com AI quantitative trading for everyone TypeScript
Caerii All about Alif's funky wunky stuff
codrawer-bridge A low-latency, stroke-native “co-drawer” bridge: reMarkable Paper Pro streams pen strokes to a desktop server; desktop triggers an AI... Python
TYPHON hierarchical cross-episodic associative memory Python
3d-audio-visualizer standalone 3d audio wave visualization sandbox TypeScript
alifjakir.com My Personal Site
CollaborationCircuitsMechInterp Mechanistic Interpretability of Multi-Agent Collaboration! Python
OpenGalea An Open-Source Mixed Reality Brain Computer Interface! Won 5 Quest's from Meta from MIT Reality Hack 2025 for this!
VisuaML Visual Machine Learning editor on the web bridging category theory, compilers, scientific approaches to AutoML TypeScript
MosaicDrone A modular, self-assembling omnidirectional drone swarm Python
CS444-Final-DiningPhilsophers C++ Program that solves the dining philosopher's problem. C++
Task-Matrix-Flow Repository for https://replit.com/@AlJ3/Task-Matrix-Flow TypeScript
feb_2_26_multi_agent_research research tranch Python
MicrocosmXR MicrocosmXR is a multiplayer XR sandbox with semantic scene understanding for being gods of a virtual civilization. C#
OpenAlterEgo-v0.2 test draft of open alter ego, for silent speech interfacing Python
LaborRightsNYC Reforming labor in NYC - evidence and data TypeScript
LifeInBetweenXR Reality Hack 2023 3D Map Viewer C#
smartsight-backend spinoff smartsight JavaScript
smartsight-ios spinoff smartsight
3D-Web-Sandbox Physics sandbox in the web! Makefile
AI-ID Personalized qualitative user context layer for AI apps TypeScript
criticaltheory-wiki a wiki for the new era of applied critical theory MDX
theaicodecompany.com concept for a portable virtual AI company TypeScript
unlinkedin.org work clicker. TypeScript
OpenEnvironment natural language driven game environment generation system Python
SwarmIDE-Alpha flow-state enhancing multi-agent project creation TypeScript
Caerii.github.io HTML
nanotech.school intuitive ways to learn nanotechnology on the web TypeScript
sylashorowitz Personal portfolio website JavaScript
pdf-parser-ai test module to parse PDFs intelligently TypeScript
Kernel-Optimization-Puzzles Kernel Optimization Challenges Python
Carbon-Fee-and-Dividend-Simulator carbon fee simulator for changing mass state level policy Python
Zaqathon-submission TypeScript
High-Frequency-Financial-Modeling-Python For our own learning and experimentation on financial information Python
Massive-Multiplayer-Vibe-Coding A novel paradigm for multiplayer vibe coding
StigmergySimulator cool shader toys
Thinkstruct-Neural-Query Private Vector DB TypeScript
aaausbangla.com US Bengali Tourism website TypeScript
Time-Analyzer Life analytics dashboard stuff Python
StudentSites My student's websites TypeScript
Team16-Hackathon.Bio Automatic Data Scientist Society of Agents
Artificialgeneralintelligence-dev-website AGI Dev community JavaScript
Identicon-Generator-Site Creating identicons automatically! TypeScript
Locus This creates a novel process for accelerating utility infrastructure siting through real-time, comprehensive data access, communities, an...
fast360compression Georgia State University - REU 2021 Saliency Based Compression Technique for 360 Videos C
GrimRepo Alif and Eloise killed the repository
RecipeCalculator Help plan recipes and meals over weeks to make sure you get all nutrients in! Python
Clarkson-Google-Dev-Site Maintaining the Website for it's evolution into the MIT GDSC JavaScript
WhyHowBeta Experimental Implementation of WhyHow.AI Graph Toolkits for AI Understanding Python
InvestComply prototype Python
EmergencyAIHelper HIPPA Compliant On-Premise Emergency AI Agents Prototype Implementation for First Responders to create effort reduction for those in real...
WearableHolographicTheatreKid Epic wearable theatre kid made by Alif Jakir & Sylas Horowitz JavaScript
suno-api TypeScript
Scratchpad Just some testing stuff
EmberAlifGame-RenameLater Experimental Implementations for an interesting game-thing! Add more desc. later! ReScript
AutoTasker Automatically Does Data Annotation Tasks
checkmysoundcloud Music and Vibes portfolio JavaScript
Obscure-Trial Hypothetical Gumroad Design CSS
DroneDesign We explore new frontiers in flying robots!
AgentMultiverse Alif Jakir and Ryan Tran's experiments with OpenAI Assistants Python
PDFScraper It scrapes PDFs, what more do you want? Python
AlexAlifThoughts A repository of thoughts and directions for future research
LanguageAgentTreeSearch LANGUAGE AGENT TREE SEARCH UNIFIES REASONING ACTING AND PLANNING IN LANGUAGE MODELS
EnviroVoiceImpersonator-EVI Stick it on objects and stuff! It’ll talk… or else
-CS452-ComputerGraphicsClass Some cool stuff that I did in class! JavaScript
TheBabelBook The Library of Babel, now with GPT-3! Python
Low-Light-Enhancement-GAN DTU Computational Photography Project Python
Photonics_Processing For July 2023 Denmark Technical University Machine Vision Course
Typescript-Calculator does what it says on the tin
CS473-ComputerVisionClass Here are ways that we made computers see! Python
cs460-backend-webapp JavaScript
CS444-HW3 Keylogger C++
XMLParser Simple Parser for XML documents Python
AI_Dialogues_2022 Performed As a Play on 2/26/23 in Brooklyn, NYC
CS444-HW2 Producer Consumer Problem with mutexes C++
CS444-HW1 Parallel Thread Multiplication C++
CodePathAndroidPrework Simple silly android application for learning purposes Kotlin
DolbyVideoCallDemoTestXR TypeScript
Logseq Up to date Logseq for my second digital brain
IS426_Audio2Spectrogram Processes audio into usable spectrograms for classification Python
TheMysteryRoom3D This room is unlike any you've ever seen before.
GraphicsGame A game for our CS452 Graphics Class. You are the president of the school and you need to absorb everyone and everything. JavaScript
ClackPublic Allows for Client-Server Communication with a GUI HTML
LogseqOld All my networked notes!
GPT3WebSummarizer Create easy summaries of web content. C#
logseq-1 A privacy-first, open-source platform for knowledge sharing and management. Clojure
GitHelloDate Testing Github Java
open the forks index (top recent)

Forks of things I am exploring, working on contributions to, or are saving (sorted by recent pushes; top 60 shown).

repo what lang
agents-are-thinking A weekend project exploring agent "thinking" animation. Python
WaveletLM WaveletLM Python
vortexnet VortexNet: Neural Computing through Fluid Dynamics Python
ast-outline Fast, AST-based structural outline for source files. Built for LLM coding agents and humans. Rust
LogseqVisionClaw Logseq Spring Thing Immersive & Agentic Knowledge Development Engine Rust
TileKernels A kernel library written in tilelang Python
fleetmdm Open device management (live: https://fleetdm.com) Go
spikingjelly SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch. (live: https://spikingjelly.readthedocs.io) Python
minebench Minecraft-style voxel benchmark for comparing AI models (Arena + Sandbox) (live: https://minebench.ai) TypeScript
late-sh A cozy terminal clubhouse for developers. Lofi beats, casual games, chat, and tech news, all via SSH. (live: https://late.sh) Rust
catgrad a categorical deep learning compiler Rust
ZWM Zero-shot World Models Are Developmentally Efficient Learners Python
obsidian-wiki Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern Python
codex Lightweight coding agent that runs in your terminal Rust
claude-mem A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude'... (live: https://claude-mem.ai) TypeScript
og-logseq Logseq og (file version) (live: https://logseq.com) Clojure
open-agents An open source template for building cloud agents. (live: https://open-agents.dev) TypeScript
b3d Bayes3D Jupyter Notebook
bayes3d (live: https://probcomp.github.io/bayes3d/) Jupyter Notebook
stretchystudio FOSS 2D animation tool for turning static illustrations into mesh-deformable characters (live: https://stretchy.studio) JavaScript
-Project-Nord-Spiking-Neural-Network-Language-Model The first pure SNN language model trained from scratch with a fully original architecture. 618M parameters • 93% sparsity • Runs on p... (live: https://www.nord-ai.net/) Python
rattles 🪇 Minimal terminal spinners for Rust (live: https://docs.rs/rattles) Rust
promnesia Another piece of your extended mind (live: https://beepb00p.xyz/promnesia.html) Python
neuroskill NeuroSkill™ — State of Mind Brain-Computer Interface system (live: https://neuroskill.com) Rust
playcanvas-engine Powerful web graphics runtime built on WebGL, WebGPU, WebXR and glTF (live: https://playcanvas.com) JavaScript
zigzag fast source code documentation (live: https://zagforge.com/) Zig
graphiti Build Real-Time Knowledge Graphs for AI Agents (live: https://help.getzep.com/graphiti) Python
xrtracker-package AR object tracking plugin for Unity. Supports AR Foundation (iOS/Android) and desktop webcams. Silhouette, depth, and edge-based tracking... C#
zep-python Build Agents That Recall What Matters. Systematically engineer relevant context from chat history & business data. (Python Client) (live: https://help.getzep.com) Python
playcanvas-web-sdk Gracia Web SDK HTML
tribev2 This repository contains the code to train and evaluate TRIBE v2, a multimodal model for brain response prediction Jupyter Notebook
pretext TypeScript
titans-trainer Train TITANS models in 5 lines. Huggingface-style trainer for the TITANS architecture - transformers with neural long-term memory & test-... Python
eips The efficient, intention-preserving sequence CRDT. Guaranteed logarithmic-time operations. Rust
git4aiagents All reasoning is stored in git. No external server. No database. No account. No hosting. Any developer on any system pulls the latest co... (live: https://www.git4aiagents.com/) Python
ironclaw IronClaw is OpenClaw inspired implementation in Rust focused on privacy and security (live: https://www.ironclaw.com) Rust
dioxus Fullstack app framework for web, desktop, and mobile. (live: https://dioxuslabs.com) Rust
mmr Python based algorithmic trading platform for Interactive Brokers Python
hyperspace-db [H] HyperspaceDB is a high-performance, hyperbolic vector database written in Rust. It features 1-bit quantization, async replication, an... Rust
ngrep grep plus word embeddings Rust
LabClaw LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists) (live: https://labclaw-ai.github.io/)
three-geospatial Geospatial Rendering in Three.js (live: https://takram-design-engineering.github.io/three-geospatial) TypeScript
stable-worldmodel Reliable, minimal and scalable library for evaluating and conducting world model research (live: https://galilai-group.github.io/stable-worldmodel/) Python
slowrun 100M tokens. Infinite compute. Lowest val loss wins. Python
scienceclaw Python
scg_Foundation-1-comfyUI ComfyUI nodes for RoyalCities Foundation-1 — structured text-to-sample music generation with full BPM, key, timbre, and FX control Python
autoresearch-go-ane Autonomous AI research on Apple Silicon using ANE-accelerated training Go
superml An ML engineering plugin for your coding agents. (live: https://leeroo.com/) Python
Infinite TypeScript
meetily Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization bui... (live: https://meetily.ai) Rust
ml_forge A visual-based graph node editor for training computer vision models. Python
RaTeX KaTeX-compatible LaTeX math renderer in pure Rust. No JavaScript, no WebView, no DOM. One Rust core → iOS, Android, Flutter, ... (live: https://erweixin.github.io/RaTeX/demo/support_table.html) Rust
causationentropy Implementation of Causation Entropy from Clarkson Center for Complex Systems Science (C3S2) (live: https://www.clarkson.edu/academics/research/labs-centers/c3s2) Python
rustdesk An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer. (live: https://rustdesk.com) Rust
Awesome-DLMs The official GitHub repo for the survey paper "A Survey on Diffusion Language Models". (live: https://arxiv.org/abs/2508.10875)

website · email · linkedin

Pinned Loading

  1. Halcyox/XRAgents Halcyox/XRAgents Public

    General Purpose 3D Humanoid Simulator integrated with AI Agents.

    Python 5 2

  2. OpenGalea OpenGalea Public

    An Open-Source Mixed Reality Brain Computer Interface!

    10 1

  3. LifeInBetweenXR LifeInBetweenXR Public

    Reality Hack 2023 3D Map Viewer

    C#

  4. TheBabelBook TheBabelBook Public

    The Library of Babel, now with GPT-3!

    Python

  5. assemblies assemblies Public

    Forked from dmitropolsky/assemblies

    Code for NEMO, and Assembly Calculus

    Python 2 2

  6. Personoid-MITRealityHack-2026 Personoid-MITRealityHack-2026 Public

    Forked from danieljtrujillo/The-Future-is-Chrome-MIT-Reality-Hack-2026

    Submission for MIT Reality Hack 2026 - Team 'The Future is Chrome' - XR Humanoid Robot Telepresence

    C# 2