AI-Assisted IT Operations
Building evidence-linked tools that document user activity, reproduce issues, and support AI-assisted troubleshooting.
Senior Operations Engineer | Security Automation | AI Systems
MS in Artificial Intelligence, Kent State University (Dec. 2026)
I handle IT and security issues from first report to resolution, then turn the fix into scripts, documentation, or training other people can reuse. My work sits at the edge of endpoint security, client support, infrastructure, and AI-focused tooling.
MS Artificial Intelligence in progress, plus completed cybersecurity, software engineering, and science degrees.
Network+ | Security+ | CySA+ | CSAP
Network Pro | Security Pro | CyberDefense Pro
Where my technical work is pointed right now.
Building evidence-linked tools that document user activity, reproduce issues, and support AI-assisted troubleshooting.
Turning endpoint hardening, agent configuration, and remediation steps into repeatable deployment patterns.
Building practical tools around Microsoft 365, Entra ID, Graph API, endpoint administration, and service data.
Creating internal tools that reduce manual work and leave clearer handoffs for other technicians.
Connecting infrastructure, documentation, customer guidance, and secure daily administration.
Hands-on IT and security work across client environments, with fixes documented well enough to be reused.
ThreatSpike Labs
Handled varied IT and security issues across customer environments, from endpoint problems and remediation to service reviews, documentation, and stakeholder updates.
Built IT infrastructure from a blank slate, documented the environment, and left other technicians with clear support material.
Built a Python reconciliation process across email invoices, finance records, DocuWare, and SQLite-backed state to reduce manual invoice risk tied to seven-figure exposure.
View case studyTranslated endpoint findings, operational issues, and remediation plans into practical guidance for clients, technicians, and stakeholders.
A focused set of projects that show security delivery, automation, AI systems, and deployed research work.
Endpoint Security / Hardening
Implemented application allowlisting, endpoint controls, documentation, training, and RMM automation for a real-world security rollout.
PowerShell / Microsoft 365 / Hudu
Automated tenant password rotation through Microsoft Graph API and Hudu credential updates to reduce manual security administration.
ML Systems / Operations Tooling
Built a local-first activity analysis tool for evidence-linked troubleshooting, operator replay, and future AI-assisted support workflows.
Advanced AI / OSC / Semantic Segmentation
Trained and deployed a CBAM-enhanced U-Net workflow that turns segmentation output into explainable scene evidence for research review and live demo validation.
Formal education and current certifications supporting cybersecurity, software development, and AI-focused work.
Classroom, safety, client-support, and technical training experience grounded in practical explanation.
Create documentation, provide training, explain complex technical topics clearly, and support learners through troubleshooting.
Delivered K-12 instruction across Algebra I, Spanish, science, health, and history while adapting lesson plans and maintaining classroom structure.
Teach CPR and water-safety curriculum at the Lake County YMCA while maintaining emergency readiness.
Designed training courses and implementation documentation during the ThreatLocker deployment project.
Fluent in Spanish and American Sign Language, with experience communicating across learner needs.
Download the version that best matches the role: teaching and technical instruction, or cybersecurity, AI, and IT engineering.
CTE, adjunct computer science, technical instruction, cybersecurity, AI/ML, and IT roles aligned with my MS completion target in December 2026.
Best for CTE, adjunct computer science, cybersecurity education, and general technical instruction.
Download PDFBest for cybersecurity, AI security, endpoint protection, automation, and IT roles.
Download PDFOpen to cybersecurity, IT, AI, and teaching opportunities where practical technical work and clear communication matter.