Software engineer · AI · Cybersecurity · Infrastructure
- ML-Based Intrusion Detection System: Classifies live network traffic as benign, DoS, or port scan using a custom dataset and Random Forest/XGBoost models.
- dockerized-full-stack-webapp: Laravel, React, and MySQL app, containerized with Docker Compose and a Jenkins CI/CD pipeline.
- task-manager-react-flask: Full-stack task manager with a Flask REST API and a React frontend.
- aqi-model: Gemma-2B fine-tuned with LoRA for air-quality-focused chat.
More projects and write-ups at cronsinc.com.