Engineering projects and research.

Published research co-authored by Donnie Celestre using NetLogo to study community quarantine, face coverings, and infection trends in the Philippines.

Completed master’s research on securing an Edu-Cloud learning platform through data integrity, access control, and delay-tolerant networking with Near Cloud technology.

A completed undergraduate thesis combining dynamic microphones, hardware interface design, mathematics, and PC software for sound-source mapping above a threshold.

An analyst-focused triage environment that reduces the time required to classify suspicious binaries and scripts.

A rule-driven code analysis engine for identifying risky patterns and surfacing high-value security findings early.

A contained research environment for emulating IoT threats, observing device behavior, and validating security hypotheses.

A pipeline for unpacking heavily obfuscated JavaScript and extracting behavior relevant to detection and threat understanding.

A correlation layer that links infrastructure, indicators, and behaviors into a usable analyst-facing threat picture.

A reverse-engineering pipeline that converts packed JavaScript into a behavior graph, traces browser sinks, and validates findings with runtime evidence.

A malware-analysis workbench for classifying suspicious samples, identifying evasion logic, and documenting behavior under controlled execution.

An incident-analysis workflow that correlates host, identity, and network events into timelines for faster security operations decisions.

A technical notebook for validating encryption implementations, analyzing weak assumptions, and explaining cryptographic failures with reproducible math.

A simulation project for modeling interacting agents, testing scenario assumptions, and explaining system behavior through reproducible experiments.

A collection of production-oriented Python tools for transforming files, automating repetitive workflows, and validating structured data outputs.

A source-code review framework for finding correctness, security, and maintainability issues through static analysis and targeted execution checks.

A computation-focused project for solving mathematical, engineering, and statistical problems with reproducible derivations and numerical checks.

A cybersecurity education system that turns technical topics into labs, explanations, quizzes, and review material grounded in real security workflows.