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liambrooks-lab/README.md

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Open-Source Contributor | Active in LeetCode, CodeForces & GitHub

AI/ML  |  Building Scalable Systems Using WebAssembly  |  Zero Backend

Typing SVG


Professional Profile & Philosophy

I am Rudranarayan Jena, the founder of Voxion Labs. As a systems programmer and ML engineer, my work focuses on the exact intersection of high-performance infrastructure, applied machine learning, and secure operating environments. While I architect zero-backend web applications, my primary focus remains engineering stateful, distributed architectures strictly designed for maximum scale. My core engineering involves low-level sandboxing via WebAssembly, multi-agent orchestration, and optimizing complex neural network pipelines directly for production.

Operating as both Founder and Architect at Voxion Labs, I focus on translating theoretical computer science into bare-metal, highly concurrent systems. The objective is strict and measurable: research, optimize, and deploy robust foundational technology without the latency of conventional software abstractions.


My Organization

Voxion Labs Logo
Voxion Labs

Voxion Labs is an independent research syndicate focused on stateful AI orchestration and distributed state engines. As the Founder, I direct all core infrastructure decisions and active systems research. The laboratory engineers sandboxed machine intelligence and low-level WASM kernels to bypass the latency of conventional architectures.

The operating thesis is strictly utilitarian: computational layers must be secure, bare-metal, and resource-efficient. Rather than building transient web applications, Voxion Labs focuses on foundational base layers where memory-driven autonomous agents and highly concurrent execution environments operate under strict performance benchmarks. The primary objective is translating theoretical computer science models into production-ready, low-latency network protocols.

Visit Voxion Labs


📄 Research Repositories

VXR-Continuum Preview Distributed P2P Edge State Synchronization Simulator

A continuous state-persistence backplane and low-latency memory routing network. Uses CRDT-based algorithmic conflict resolution with 0.22ms sync latency and vector drift at 0.00% across P2P nodes — ensuring seamless multi-agent task continuity.

Python   CRDT   P2P   Vector State

VXR-Sandbox Preview Cyber-Defense Dashboard · Zero-backend Prompt Injection Defense

A high-security, browser-native prompt injection detection engine powered by a WebAssembly kernel. All analysis runs locally — no data leaves the device. Delivers real-time threat assessment results via an in-browser Wasm runtime without any page reloads.

WebAssembly   JavaScript   Cyber-Defense   Wasm Kernel

Aegis-IR Preview Deterministic Memory for Browser-Native Search

Aegis-IR isolates the ranking kernel inside WebAssembly linear memory so allocation-heavy search avoids V8 garbage-collection pressure and reduces main-thread stutter. Operates at 0.000ms thread blocking with a GC-neutral 3.2 KB linear memory allocation across a 5-document corpus.

C++   WebAssembly   TF-IDF   Linear Memory

🎓 Professional Network & Contact

Platform Handle Description
LinkedIn Rudranarayan Jena Professional network, career updates
Instagram @rjena_ AI research updates & behind-the-scenes
X @RJena_ Tech thoughts & quick updates
Email (Primary) rudrajena.ventures@outlook.com Lab & project communications
Email (Alt) RN.Jena@outlook.com General inquiries & collaborations

Open to ML architecture discussions, full-stack opportunities, and collaborative AI projects.


Core Engineering Projects

These are the foundational products designed, built, and shipped under Voxion Labs


VoidLAB
Zero Backend Browser Cloud IDE
A sandbox-isolated browser IDE for seamless cross-platform developer workflows. Features a multi-tab workspace, responsive file explorer, background compile threads via web workers, and multi-language execution — all operable from any device without installation.

Stack
Go · Wasm · Socket.io · Docker


FluxKernel
Memory-Driven AI OS Agent
A persistent, memory-driven AI agent that operates directly on local filesystems. Routes tasks between cloud LLMs and local models using self-correcting git-diff patches, with a semantic vector memory backplane that maintains full context continuity across sessions.

Stack
Python · LangChain · Go



YooMates
Unified Collaborative Workspace
Unified collaboration platform that combines real-time team communication, a public social feed and a private knowledge and execution workspace.

Stack
Go · Javascript · Socket.io


LEXIO
Text-To-Speech Engine
A browser-native document narration and speech engineering workstation built with Go WebAssembly and web standards. Operates without remote server roundtrips, executing all document ingestion, phrase segmentation, speech synthesis directly on the browser

Stack
Go · Web Speech API · Javascript



SkillNODE
Social Skill Acquisition Platform
A full-stack monorepo web application for structured cognitive and technical skill training. It consolidates multi-domain practice environments, persistent user identity, challenge-based execution, AI coaching, fair-play monitoring, and real-time multiplayer into a single cohesive platform.

Stack
Node.js · Socket.io · React


RedTerminal
C-Based OS Process Simulator
A workstation operating directly in the browser and as a toggleable Manifest V3 overlay extension for security analysis, data crunching, and WebAssembly execution.

Stack
C11 · POSIX Threads · Go · Wasm



leetcode-stack
DSA & Core Algorithm Vault
A structured repository of algorithmic solutions and data structures implemented in C++ and Python. It serves as an active log of LeetCode problem-solving, focusing on time and space complexity optimization.

Stack
C++ · Python · Javascript


Aabhas
Shadow Memory Grid & Tensor Streaming Engine
A memory allocator and out-of-core tensor streaming engine designed for large language model inference. It utilizes a C++/Rust core to bypass standard OS page-table overhead, enabling direct NVMe-to-CPU layer drops enforcing strict memory caps and adaptive I/O scheduling to maintain host OS stability while executing massive parameter models.

Stack
C++ · Rust · Go



Codeforces-Algorithms
Competitive Programming Workspace
A version-controlled workspace for Codeforces problem-solving categorized by difficulty rating and contest structure using Python and Golang as bilingual stack.

Stack
Go · Python · C++


Tech Stack


Python

C++

JavaScript

WebAssembly

Docker

MySQL

Go

Git

Other Projects & Implementations

Project Stack Description
ApexProtocol C#, C++ An upcoming, large-scale sci-fi survival horror experience currently in active development. Focuses on atmospheric world-building, survival mechanics, and performance-critical native rendering pipelines.
VoidLAB-Beta JS, HTML5, Web Workers Initial experimental prototype of VoidLAB. Explored sandboxed client-side JS and Python execution models that seeded the full IDE design.
Point_Null Python, Pygame, Pygbag A 2D top-down action-survival game set in a dark, corrupted environment. The player destroys incoming enemies, collects scrap, and spends it to build safe-zone nodes. Runs in-browser via Pygbag WebAssembly compilation.
Empty_Pointer C++, Raylib, WebAssembly A grid-based action-survival game built natively in C++ with the Raylib framework. Navigate the system, merge bit values, and evade Red-Code algorithms. Compiled directly to WebAssembly for zero-install browser play.

📊 GitHub Metrics

GitHub Stats Top Languages

Commit Activity Graph


Current Focus

Area What I'm Working On
AI & Machine Learning Building production-grade ML pipelines and intelligent agent systems
Systems Engineering Designing low-latency sandboxes and memory-persistent multi-agent architectures
DSA & Foundations Sharpening algorithmic problem-solving and atatistics for complex system design

HOW I THINK


Build

Turn an idea into something tangible.


Break

Question assumptions and test boundaries.


Learn

Understand what actually happened.

Build → Break → Understand → Improve


Vision

The future of computing is not about applications that run —
it is about systems that think, adapt, and co-evolve with their operators.

Translating complex architecture into lag-free reality at Voxion Labs

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  1. Voxion-Labs/VoidLAB Voxion-Labs/VoidLAB Public

    Cloud code editor and compiler with a modern IDE-style workspace

    Go 1

  2. Voxion-Labs/FluxKernel Voxion-Labs/FluxKernel Public

    An AI Operating System Agent that operates directly on your filesystem, executes arbitrary code, diffs and patches files

    TypeScript 1

  3. Voxion-Labs/RedTerminal Voxion-Labs/RedTerminal Public

    A workstation operating directly in the browser and as a toggleable Manifest V3 overlay extension for security analysis, data crunching, and WebAssembly execution

    C 1

  4. Voxion-Labs/VXR-Continuum Voxion-Labs/VXR-Continuum Public

    VXR-Continuum: A zero-backend, purely client-side engine demonstrating Distributed State Synchronization across edge networks using CRDT Cookies

    Python 1

  5. leetcode-stack leetcode-stack Public

    Algorithmic codebase focused on state-space optimization and computational efficiency. Implementations strictly adhere to minimal auxiliary space and optimal time complexities.

    Python 1

  6. Codeforces-Algorithms Codeforces-Algorithms Public

    A version-controlled workspace for Codeforces problem-solving categorized by difficulty rating and contest structure using Python and Golang as bilingual stack

    Go 1