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RuHRabin/README.md

Rabin: a ball rolling across a loss landscape, escaping local minima to reach the global minimum

A lifelong learner, deep in machine learning & simulation.

driven by curiosity · passionate about complex problems · committed to continuous growth


00 · Initialization

I like taking things apart to see how they actually work. Most days that means a machine learning experiment or a simulation: the "let's see what happens" kind of programming, not the roadmap-driven kind. I pull something apart, break it, and figure out how to put it back together, usually better than it started.


01 · Hyperparameters

parameter value
focus machine learning, simulation
optimizer take it apart → break it → rebuild it better
style "let's see what happens", not roadmap-driven
status 🎯 Focusing
ask_me_about science, tech

02 · Architecture

A small neural network where pulses flow from questions, through experiments and mistakes, to understanding

questions go in · experiments and mistakes reshape the weights · understanding comes out


03 · Simulation

Three planets, one with a moon, orbiting a glowing star

Rules in, surprising behaviour out. Simulation is where I go to ask "what if?" and let the answer surprise me.


04 · Model registry

Pulled straight from GitHub by a small script. Publish or update a repo and this table follows on its own.

public_repos = 14  ·  stars_earned = 12  ·  languages = HTML, JavaScript, Kotlin, Python, Shell, TypeScript

project what it does language ★ last updated
earthpulse no description yet JavaScript 3 2026-10-14
xkb-avro Native XKB keyboard layout for Bengali Avro Phonetic on Linux — no IBus, no Fcitx, no daemon required. Shell 1 2026-06-15
Gargantua A browser game inspired by Interstellar. Fly a small ship around a black hole, collect data, and get back to… TypeScript 0 2026-10-12

05 · Recent runs


06 · Environment

# requirements.txt
python
linux
bash
git
github
tensorflow
pytorch
scikit-learn
anaconda

07 · Inference

Ask me about science and tech.


loss ↓  ·  curiosity ↑  ·  still training

Pinned Loading

  1. earthpulse earthpulse Public

    JavaScript 3

  2. xkb-avro xkb-avro Public

    Native XKB keyboard layout for Bengali Avro Phonetic on Linux — no IBus, no Fcitx, no daemon required.

    Shell 1

  3. Gargantua Gargantua Public

    A browser game inspired by Interstellar. Fly a small ship around a black hole, collect data, and get back to the Endurance before Earth runs out of time. Built with Three.js, React, and Vite.

    TypeScript