A selection of research and development projects I am currently working on or have contributed to.
Intelligent Processing & Security of Systems (IPSS)
Developing AI-driven secure systems for robust data processing and analysis.
- Privacy-Preserving AI — Federated learning implementations for distributed, secure model training
- Data Security Pipelines — End-to-end encrypted processing workflows
- Anomaly Detection — Machine learning models for identifying security threats in real-time
Technologies: Python, TensorFlow, PyTorch, Federated Learning Libraries
Immersive Learning Environments
Building next-generation educational platforms using VR/AR technologies enhanced by AI.
- VR Training Simulations — Realistic virtual environments for hands-on skill development
- Intelligent Tutoring Systems — Adaptive AI agents that personalize learning experiences
- Assessment & Analytics — Real-time tracking of learner progress and performance metrics
Technologies: Unity, Unreal Engine, Python, Multi-Agent Frameworks
Multi-Agent Systems for Metaverse
Researching collaborative AI agents for intelligent virtual environments.
- Distributed MAS Architectures — Scalable multi-agent frameworks for large virtual worlds
- Agent Communication Protocols — Efficient messaging systems for real-time collaboration
- Reinforcement Learning Agents — Self-improving AI for dynamic environment adaptation
Technologies: JADE, SPADE, Reinforcement Learning, OpenAI Gym
Data Science & Analytics
Applying machine learning and statistical methods to real-world problems.
- Predictive Modeling — Classification and regression models for education and industry
- Natural Language Processing — Text analysis and sentiment classification
- Data Visualization — Interactive dashboards and exploratory analysis tools
Technologies: Python, Scikit-learn, Pandas, Matplotlib, Plotly