Projects & Research

Explore academic, research and student projects connecting Mathematics, Python, Artificial Intelligence, Machine Learning and Data Science to real-world problems.

Current Research & Development

Selected projects currently being explored, developed or prepared for research implementation.

AI
Research

Mathematically Grounded Reinforcement Learning

Research direction exploring the mathematical foundations of reinforcement learning for intelligent decision-making under uncertainty.

Mathematics Reinforcement Learning AI Optimization
Area AI Research
Status In Development
AB
Development

Artificial Brain Architecture

A long-term research and development direction focused on constructing a software-based artificial cognitive architecture using perception, memory, reasoning and decision systems.

AI Neural Networks Cognitive Systems Python
Area Artificial Intelligence
Status Long-Term Research
DS
Development

AI-Powered Academic Data Analytics

Development of data-driven tools for analyzing academic information, visualizing student performance and supporting evidence-based educational decisions.

Data Science Python Power BI Machine Learning
Area Educational Data Science
Status Prototype
CV
Development

Computer Vision Student Systems

Practical computer vision systems designed for learning and experimentation, including image processing and face-recognition applications.

Computer Vision Python OpenCV AI
Area Computer Vision
Status Prototype

Have a Research Idea or Project?

PMAI Lab welcomes academic collaboration, student research projects, interdisciplinary work and technology-focused research ideas involving Mathematics, Python, AI and Data Science.