Projects

Research projects, reports, and miscellaneous.

Precise Timeline Scheduler for FreeRTOS

A deterministic, timeline-driven scheduler that replaces the standard FreeRTOS priority-based preemption with a Time-Triggered Architecture (TTA). Includes JSON-based schedule generation, kernel hooks for precise time-keeping, and UART tracing for validation.

freertos scheduler real-time embedded c

[source]

SSH Shell Attack Session Classifier

Multi-label classifier for SSH sessions using the MITRE ATT&CK framework. Explores data cleaning, TF-IDF vectorization, Linear SVM, clustering (DBSCAN/K-Means), and BERT fine-tuning on honeypot-captured attack data.

machine-learning cybersecurity nlp classification mitre-attack python