Mubeen Afzal
AI & Cybersecurity Researcher
Bridging artificial intelligence and cybersecurity through innovative research and practical applications. Currently pursuing MSc Cybersecurity at Saarland University, Germany.
Research Interests
Exploring the convergence of artificial intelligence and cybersecurity to develop innovative solutions for modern security challenges.
AI-Powered Security
Developing machine learning models for threat detection, behavioral analysis, and automated security response systems.
Adversarial Machine Learning
Investigating vulnerabilities in AI systems and developing robust defenses against adversarial attacks in security-critical applications.
Automated Vulnerability Analysis
Creating intelligent systems for automated code analysis, vulnerability discovery, and security assessment using deep learning techniques.
Intelligent Network Security
Applying AI to network traffic analysis, intrusion detection, and real-time threat intelligence for enhanced cybersecurity.
Education
Master of Science in Cybersecurity
Bachelor of Science in Artificial Intelligence
Professional Experience
Artificial Intelligence Engineer
- Developed AI-powered architectural design system using diffusion models and ControlNet, achieving 95% reduction in manual rendering time
- Implemented real-time model optimization and fine-tuning for scalable, user-interactive deployment
- Applied research methodologies to evaluate model performance and user experience metrics
- Collaborated with cross-functional teams to translate research concepts into production-ready solutions
Deep Learning Engineer
- Built production-grade RAG system combining dense retrieval with re-ranking for high-accuracy response generation
- Designed AI interview service architecture with integrated model observability and horizontal scaling capabilities
- Implemented systematic evaluation frameworks for model performance and reliability assessment
- Contributed to research on improving query understanding and response quality in conversational AI systems
Technical Skills
Programming
Machine Learning
Deep Learning
Computer Vision
Natural Language Processing
Generative AI
Agentic AI
Linux Systems
Cloud Computing
Containerization
CI/CD
Automation
Certifications
Azure Fundamentals
Generative AI with LLMs
Google Cybersecurity Certificate
Featured Projects
AI-Powered Architectural Design System
Research project developing an intelligent architectural design system using diffusion models and ControlNet. Achieved significant automation in design workflows while maintaining high quality and user customization capabilities.
Advanced RAG System
Developed a production-grade Retrieval-Augmented Generation system with emphasis on security and reliability. Implemented comprehensive evaluation frameworks and security measures for deployment in sensitive environments.
Privacy-Preserving Medical AI
Research-oriented project applying computer vision and NLP to medical document analysis with strong emphasis on data privacy and security. Implemented differential privacy techniques and secure computation protocols.
Get In Touch
Interested in research collaboration, part-time opportunities, or academic discussions? I'm always open to connecting with fellow researchers and professionals.