Lecturer & Researcher | Computer Science, AI & Cybersecurity
"I believe curiosity is one of the important characteristics that induce me to learn new things and I am always willing to learn new things."
As an academic and researcher, my primary driver is taking complex theoretical concepts out of the lecture hall and deploying them into practical, high-performance software ecosystems.
- 🏛️ In the Lab: Researching Explainable AI (XAI) and Reinforcement Learning architectures to autonomously mitigate network-level DDoS threats and identify software vulnerabilities.
- 🏭 In Production: Architecting secure, production-grade applications that prioritize data autonomy and low-latency operation.
- Threat Mitigation: Training intelligent agents capable of parsing live network traffic anomalies.
- XAI Architectures: Implementing transparent machine learning models to build human-interpretable defense mechanisms.
- Vulnerability Analysis: Exploring automated deep learning pipelines to catch memory and logic flaws before deployment.
- Data Autonomy: Architecting decentralized application architectures that operate entirely without a cloud bottleneck.
- Embedded Security: Integrating cross-platform runtime environments (Flutter/Dart) with securely encrypted local storage systems (
SQLite+SQLCipher). - Automation Engines: Writing local tools for batch processing and workflow optimization (such as bulk pdf-watermarking).