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Red1-Rahman/README.md

Hi there, I'm Redwan Rahman!

Building production-ready AI systems and AI evaluation frameworks. Conducting research in Game AI and AI for Game Development.

MSc in CSE @ Brac University
BSc in CSE @ Daffodil International Unversity

GitHub Snake

Typing SVG

Featured Projects

AI / ML

Project Overview Stack Info
NiriZan Continuous evaluation infrastructure and Python framework for production AI. Separates system drift from judge drift, gates releases with statistical regression tests, and detects multivariate structure drift. Layered architecture enforced in CI. Python Pydantic SciPy NumPy OpenTelemetry PyPI · Solo · PR and CI-driven git workflow
Blended-AI OBE-first learning platform that anchors AI help to Course Outcomes (CO) and Program Outcomes (PO). Teachers upload once; students get course-grounded answers with citations, CO/PO tags, and persistent personalization. ChromaDB BM25 LlamaIndex PostgreSQL ARQ Redis FastAPI Pydantic Private repo · Team of 3
Astro-AI Integrated galaxy evolution platform featuring JWST analysis, Bagpipes SED fitting, and 21cmFAST simulations, with an AI assistant using TF-IDF based retrieval. JWST Bagpipes 21cmFAST TF-IDF Open source · Team of 5
RAPCG-MetaRL Resource-aware procedural content generation using meta reinforcement learning for real-time game environments. PPO and A2C with a hardware telemetry reward wrapper, MAML meta-training, and RLHF via a Bradley-Terry preference model. Python PyTorch stable-baselines3 gym pynvml NumPy pandas psutil Pillow Undergrad Thesis
Full Stack Projects
Project Overview Stack
Dhaka-Tesla-Pool Full-stack application with a containerized backend. Docker NestJS NextJS PostgreSQL
Muslim Buddy Spiritual tracking platform with astronomical prayer time calculations and community leaderboards. Zakat calculation based on live gold prices Laravel PHP Quran API Astronomy
RIPO Cross-platform mobile app. Flutter Dart
Game Dev Projects
Project Overview Stack
DraQ: Astro-Escape Immersive UE5 experience blending quantum mechanics with high-octane space exploration gameplay. Unreal Engine 5 C++ Blueprints
Cosmic Detective Space-themed detective game. Game Dev
Other Projects
Project Overview Stack
PromptEval LLM evaluation tool with automated test case generation and real-time grading via the Groq API for prompt optimization. Groq API LLMs Automation
Quantum Galton Board Quantum-inspired probability simulator exploring wave function collapse through a digital Galton board. JavaScript React Tailwind
The AI-Codist AI-powered assistant specialized in refactoring, bug hunting, and explaining complex codebases. Machine Learning Python NLP
GW Parameter Estimator Leveraging ML to estimate gravitational-wave parameters from astronomical signal data. Astropy TensorFlow Physics
Mini Game DSL Custom C-like scripting language for games, architected from scratch using Flex and Bison. C++ Flex/Bison Compilers
Mobile Game Engine Dart/Flutter-based 2D mobile game engine designed for high-performance mobile devices. Dart Flutter Game Engine
Sanatan Scriptures Interactive web platform for exploring and analyzing ancient Sanatan Dharma texts. Laravel PHP

Datasets

Name Description Link
PMRAM: Bangladeshi Brain Cancer - MRI Dataset This Bangladeshi Brain Cancer MRI Dataset is a large collection of magnetic resonance imaging (MRI) images created to support medical diagnosis and brain cancer research. It contains 1,600 raw images (400 per class) and 6,000 images after augmentation, evenly distributed across four categories: Glioma (1,500 images), Meningioma (1,500 images), Pituitary (1,500 images), and No Tumor (1,500 images). CC BY 4.0 PMRAM

⚡ Tech Stack
Languages Python C/C++ JavaScript SQL Bash Dart PHP
LLM, RAG & Retrieval Hugging Face LangChain LlamaIndex ChromaDB Qdrant Redis RedisVL BM25 TF-IDF Lucene Groq OpenRouter Portkey LoRA
AI Evaluation LLM-as-a-Judge SciPy NumPy pandas OpenTelemetry
ML & Deep Learning PyTorch TensorFlow Scikit-learn spaCy NLTK XGBoost CatBoost CLIP ONNX TensorRT TorchScript Mixed Precision
Explainable AI SHAP LIME ELI5 Grad-CAM
RL & Simulation Stable-Baselines3 OpenAI Gym MAML RLHF Unity ML-Agents Unreal Learning Agents PyCUDA
Backend & Data FastAPI Flask Pydantic PydanticAI SQLAlchemy PostgreSQL MongoDB Atlas Uvicorn ARQ Inngest Upstash
App & Web MERN Laravel Flutter
MLOps, Cloud & DevOps Docker Kubernetes AWS Azure Google Cloud Git GitHub Actions PyPI
Tooling & Quality Streamlit Gradio pytest Ruff mypy import-linter Jupyter Kaggle Matplotlib Plotly Seaborn
Game Dev & Graphics Unreal Engine Unity Houdini PyGame PyOpenGL OpenUSD NVIDIA Omniverse
Quantum PennyLane Qiskit Quantum ML
Astrophysics Astropy lenstronomy bagpipes 21cmFAST snid-sage DS9
AI Assistants GitHub Copilot OpenAI Codex

⚙️ Engineering Philosophy

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

A full commitment's what I'm thinkin' of. You wouldn't get this from any other guy - Rick Astley

Rickroll

Curiosity gets you rickrolled 😏

Pinned Loading

  1. NiriZan NiriZan Public

    Continuous Evaluation Infrastructure for Production AI

    Jupyter Notebook 3

  2. RAPCG-MetaRL RAPCG-MetaRL Public

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

    Jupyter Notebook

  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 leaderbo…

    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 15 1

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

    Jupyter Notebook 1 4