Hello, I'm
10+ years spanning offensive & defensive cyber operations, AI-assisted software development, applied machine learning research, and web application engineering.
I'm a doctoral researcher, cyber operations officer, and full-stack engineer with over a decade of experience spanning offensive and defensive cyberspace operations, AI-assisted software development, applied machine learning research, and web application engineering.
Currently pursuing a Ph.D. in Information Systems at UMBC and a Master's certificate in the CISO program at the National Defense University's College of Information and Cyberspace. My research focuses on how large language models affect software quality and developer cognition.
I'm available for remote consulting in cybersecurity, AI/ML integration, software engineering, and academic research support.
Full-spectrum cyberspace operations, penetration testing, red teaming, and incident response
LLM-powered applications, prompt engineering, multi-agent architectures, model fine-tuning
CodeBERT, XGBoost, DCGAN, GPT-2 fine-tuning, HuggingFace Transformers, LangChain
Python, Java, PHP, JavaScript, HTML5/CSS3, Spring, Hibernate, Bootstrap, REST APIs
ProDiscover, FTK Imager, Snort, Metasploit, Wireshark, network security review
IEEE/ACM paper preparation, LaTeX typesetting, systematic mapping studies, literature reviews
Python, Java, PHP, JavaScript (jQuery/AJAX/JSON), HTML5/CSS3, SQL, XML, Objective-C
Spring, Hibernate, Bootstrap, Sass/Compass, LangChain, HuggingFace Transformers
GPT-4, Claude, Gemini, CodeBERT, XGBoost, DCGAN, GPT-2 Fine-tuning, Prompt Engineering
Snort, ProDiscover, FTK Imager, Metasploit, Wireshark
MySQL, MS SQL Server, Oracle 11g
GitHub, Gerrit, Jira, Linux CLI, Drupal, Adobe Photoshop, LaTeX
Coordinate and conduct integrated offensive and defensive cyberspace operations (OCO/DCO) targeting adversary capabilities within the cyberspace domain. Operate across the full cyberspace operations spectrum as part of the Army's maneuver branch designed to engage threats directly in the cyber domain.
Completed Electronic Warfare Qualification Course and Cyber Captains Career Course, Cyber Center of Excellence, Fort Gordon (2022).
Built a Java command-line application using OOP principles to process researcher Excel data and output custom aggregations. Used Git for version control.
Designed and built a responsive Drupal web application from wireframe to deployment using HTML, CSS, jQuery, Bootstrap, PHP, and MySQL.
Resolved Jira tickets for PHP and Java applications; stack included HTML/CSS/JavaScript, ActionScript, MySQL, and Oracle 11g. Used Git and Gerrit for versioning and code review.
Full-stack JEE development using MVC pattern. Built a course manager application (JSP/CSS/jQuery/Hibernate) and a material management tracker (Spring framework).
Built responsive websites and email templates from Photoshop files using HTML5/CSS. Delivered projects for Johns Hopkins University and Origin Bank.
Supported students in Java, Python, and HTML. Assisted with debugging, logic improvement, and coding best practices.
Expected 2028–2029
Expected 2027
2021
2018
2013
Target venue: IEEE ISSRE
Target venues: MSR, PROMISE, ESEM
Target venue: Joint Force Quarterly
Available on Upwork for remote engagements across the following domains:
I'm available for remote consulting engagements. Whether you need cybersecurity expertise, AI/ML integration, full-stack development, or academic research support — let's connect.