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01 / 04

xCirno
Software Engineer.

I build systems and web applications, exploring the architecture behind artificial intelligence. Software development as a craft of precision.

Selected Work

02 / 04

01

Numsy

Computer Algebra System

Numsy is a Python library that provides a powerful and accurate math solver, streamlining complex mathematical computations for developers and researchers.

Python

02

BM-Project

Advanced Tutor Dashboard

The BM-Project is an advanced tutor system designed to streamline and enhance educational processes. This project integrates secure session management, real-time notifications, and robust authorization mechanisms to ensure user safety and seamless communication.

React

Fastapi

03

vertra

Vertra

Vertra is a lightweight, high-performance 3D rendering engine written in Rust. Built on top of wgpu, it features a hierarchical scene graph, a professional 3D camera system, and a batched rendering pipeline optimized for modern GPUs. Currently in an experimental, pre-alpha state.

Rust

wgpu

3D Graphics

04

neuralgrounds

Neural Grounds

Neural Grounds is a full-stack platform for AI/ML experimentation and visualization. It streams live training metrics from local models to a web dashboard via WebSockets, enabling real-time inspection of statistics, graphs, and system state. Built with production-grade tooling across frontend, backend, and infrastructure.

Python

FastAPI

TypeScript

Next.js

Docker

WebSockets

Writing & Logic

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Mar 31, 2026

6 min

TurboQuant: How Google Makes Large Language Models 6x More Efficient

Modern AI models are not limited by compute anymore, they are limited by memory. On March 24, 2026, Google showed that you can shrink that memory by ~6x and still get the same results. Introducing TurboQuant...

#LLMs

#Optimization

Jan 25, 2026

19 min

Understanding Machine Learning and Neural Networks

Machines can't actually think like humans do, they behave more like a calculator with memory. So if that’s the case, how does Artificial Intelligence actually work? Why does Artificial Intelligence seem intelligent at all?

#Understanding Series

#Neural Networks

The future is
waiting.

Available for architectural consultations and complex system builds. Let's start a conversation.

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Engineered with precision