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Red1-Rahman/README.md

Hi there, I'm Redwan Rahman! ๐Ÿ‘‹

Fresh CSE graduate building production-ready AI systems and AI evaluation frameworks. Conducting research in Game AI and AI for Game Development.


GitHub Snake

Typing SVG

โšก Tech Stack

๐Ÿ’ป Programming Languages

Python C++ JavaScript SQL Bash


LLM, RAG & Retrieval

Hugging Face LangChain LlamaIndex ChromaDB Qdrant Redis RedisVL BM25 Lucene Groq OpenRouter Portkey LoRA

Machine Learning & Deep Learning

PyTorch TensorFlow Scikit-learn spaCy NLTK XGBoost CatBoost OpenAI CLIP ONNX TensorRT TorchScript Mixed Precision

Explainable AI

SHAP LIME ELI5 Grad-CAM

Reinforcement Learning & Simulation

Stable-Baselines3 OpenAI Gym Unity ML-Agents Unreal Learning Agents PyCUDA

Backend, APIs & Data

FastAPI Flask Pydantic PydanticAI SQLAlchemy PostgreSQL MongoDB Atlas Uvicorn Inngest Upstash

MLOps, Cloud & DevOps

Docker Kubernetes AWS Azure Google Cloud Git GitHub Actions

Tooling & Quality

Streamlit Gradio pytest Ruff mypy Jupyter Kaggle Matplotlib Plotly Seaborn

Game Dev & Graphics

Unreal Engine Unity Houdini PyGame PyOpenGL OpenUSD NVIDIA Omniverse


๐Ÿงฎ Quantum Computing & Quantum ML

PennyLane Qiskit Quantum ML


๐ŸŒŒ Computational Astrophysics

Astropy lenstornomy bagpipes snid sage DS9


๐ŸŒ App & Web Development

MERN Laravel

AI Coding Assistants

GitHub Copilot OpenAI Codex


๐Ÿ† Featured Projects

๐Ÿš€ PromptEval

LLM evaluation tool with automated test case generation and real-time grading via the Groq API for prompt optimization.

Groq API LLMs Automation

๐ŸŽฒ Quantum Galton Board

A quantum-inspired probability simulator exploring wave function collapse through a digital Galton board.

Python Qiskit NumPy

๐ŸŒŒ DraQ: Astro-Escape

An immersive UE5 experience blending quantum mechanics with high-octane space exploration gameplay.

Unreal Engine 5 C++ Blueprints

๐Ÿค– The AI-Codist

An AI-powered assistant specialized in refactoring, bug hunting, and explaining complex codebases.

Machine Learning Python NLP

๐ŸŒ  GW Parameter Estimator

Leveraging ML to estimate gravitational-wave parameters from astronomical signal data.

Astropy TensorFlow Physics

๐Ÿ”ญ Astro-AI

An integrated galaxy evolution platform featuring JWST analysis, Bagpipes SED fitting, and 21cmFAST simulations.

Astrophysics Bagpipes Simulation

๐ŸŽฎ Mini Game DSL

A custom C-like scripting language for games, architected from scratch using Flex and Bison.

C++ Flex/Bison Compilers

๐Ÿ“ฑ Mobile Game Engine

A Dart/Flutter-based 2D mobile game engine designed for high-performance mobile devices.

Dart Flutter Game Engine

๐Ÿ•Œ Muslim Buddy

A spiritual tracking platform with astronomical prayer calculations and community leaderboards.

Laravel PHP Astronomy API

๐Ÿ“œ Sanatan Scriptures

An interactive web platform for exploring and analyzing ancient Sanatan Dharma texts.

Laravel PHP Database

โš™๏ธ Engineering Philosophy

I build with production reliability in mind from day one, not as an afterthought.

  • Type-safe by default โ€” Pydantic-first data validation across services and AI pipelines
  • Standards-aligned โ€” engineering practices informed by ISO/IEC/IEEE conventions, the ACM Code of Ethics, and Washington Accord competency principles
  • Open-source minded โ€” clean documentation, reproducible experiments, and CI-backed workflows
  • Research mindset โ€” comfortable moving between shipped product code and experimental AI/ML research

Dedicated to hirers and recruiters

"A full commitment's what I'm thinking of, You wouldn't get this from any other guy." โ€” Rick Astley

Rickroll

Curiosity gets you rickrolled ๐Ÿ˜

Pinned Loading

  1. RAPCG-MetaRL RAPCG-MetaRL Public

    resource aware PCG for game level generation with human feedback, Meta Learning, a Dashboard and Solvability guardrail

    Jupyter Notebook

  2. Astro-AI Astro-AI Public

    Python 2

  3. muslim-buddy muslim-buddy Public

    A comprehensive Laravel web application for Muslims to track their spiritual journey, featuring prayer times calculation using astronomical formulas, Quran progress tracking, and community leaderboโ€ฆ

    PHP 3

  4. i-mTanvir/RIPO-Flutter-APP i-mTanvir/RIPO-Flutter-APP Public

    Dart 1 2

  5. rasidi3112/quantum-lab-circuit rasidi3112/quantum-lab-circuit Public

    A web-based quantum computing laboratory for circuit simulation, state visualization, and algorithm exploration. Runs entirely in the browser."

    JavaScript 8 1

  6. QuantumAI-lab/alex-quantum-mini-hackathon-may-2026 QuantumAI-lab/alex-quantum-mini-hackathon-may-2026 Public

    Jupyter Notebook 1 4