Skip to content
View PrinceZaman-2005's full-sized avatar
💭
Visit "LiteBrains" for Exclusive Code, Modules and Implementation
💭
Visit "LiteBrains" for Exclusive Code, Modules and Implementation
65 followers · 83 following

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Organizations

@LiteBrains-AI

Block or report PrinceZaman-2005

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
PrinceZaman-2005/README.md

Hey, I'm Prince

Building Lightweight, and Plug-n-Play AI Systems

I'm an independent developer exploring how AI can be simple, transparent, and human-aligned.
Currently building Artificial Brain Organization — a modular AI community focused on focused, ethical, and resource-efficient intelligence.

Visit LiteBrains.AI for Exclusive Codes, Modules and Implementation

What I’m Working On?

  • Artificial Brain — an open initiative for modular AI components
  • Lightweight Core Models — designed for low-GPU environments
  • Ethical Reasoning Layer — inspired by grounded cognition and verifiable logic
  • Plug-n-Play Extensions — flexible connectors for real-world AI apps

Tech Stack

Python • PyTorch • Transformers • JavaScript

Vision

To make AI that is:

  • lightweight: Main focus is making lightweight, resource-efficient modules.
  • Understandable: Every decision traceable.
  • Accessible: Works even on modest hardware.
  • Ethical: Rooted in safety, not just power.
  • Collaborative: Built openly with the community.

🤝 Join the Journey

If you’re passionate about AI safety, lightweight architectures, or creative cognitive systems,
let’s connect and grow together!

📩 Reach out: Contribute via GitHub Issues or Discussions
⭐ Star LiteBrains.AI to stay updated!

"Real intelligence isn’t about computation. it’s about understanding."

Pinned Loading

  1. Boltzmann-Machine Boltzmann-Machine Public

    A simple Boltzmann Machine built from scratch with NumPy to explore energy-based learning, stochastic neurons, and probability.

    Python 2 1

  2. Backpropagation Backpropagation Public

    Backpropagation is a learning algorithm that helps a neural network adjust its weights by working backward from the prediction error.

    Python 2 1

  3. Perceptron Perceptron Public

    Simple implementation of the Perceptron, one of the earliest and most fundamental building blocks of neural networks.

    Python 1

  4. Nested-Perceptron Nested-Perceptron Public

    Nested Perceptron is an extended version of the basic Perceptron, where multiple Perceptrons are connected together to form a simple layered structure. It represents one of the early steps toward u…

    Python 1

  5. DraftHead DraftHead Public

    DraftHead is an experimental project inspired by modern drafting architectures, investigating importance-weighted bias additions to Transformer weights by generating several possible thoughts, esti…

    Python 1 2

  6. Data-Structures Data-Structures Public

    C# Data Structures & Algorithms learning collection.

    C# 2