Security Administrator · Rowan University · New Jersey

I build the systems security teams actually use, and study the ones they can’t yet trust.

A decade across Sierra Leone, China and the U.S. in network engineering, Python development and security operations. Today I run vulnerability management and detection work at Rowan University, build the tools and apps I wish existed, and research indoor localization and AI risk.

FocusSecOps · Vuln. management

ResearchWi-Fi localization · AI risk

EducationMS Cybersecurity, Rowan

NowShipping Lumen Notes updates, building Aegiora, and finishing the Accord notes app. Indoor localization manuscript under review.

01 — Apps

Products I build and ship

Apps and platforms I design, build and run, from first sketch to store listing.

Lumen Notes

Live on the App Store

A note app for Christians: the KJV Bible offline, sermon notes, a prayer journal with answered prayers, and focused study time that blocks distracting apps until you write what you learned. Free, no ads, and nothing leaves the phone for a cloud AI.

Platforms: iPhone · iPad (Android coming)
Built with: Expo, React Native, TypeScript, Supabase
Pricing: Free, optional tip jar

Download on the App Store ↗ How it works

Live on the web

RealOrRip

A free scam warning-sign checker. Paste a text, email or DM and it points out the warning signs it can see, shows who really owns each link, and says how to check safely. English and Spanish, and nothing you paste leaves your browser.

HTML · CSS · JavaScript

Visit site ↗Case study →

Platform · building

Aegiora

Managed cyber-exposure platform for OpenPath. Analysts scan each client's verified assets, confirm findings and publish them to the client's isolated workspace.

Python · Docker · AWS

Case study →

Client app · beta

Salone Konect

Discover and book trips in Sierra Leone, built for Sonikel TravelHub, with Orange Money and Afrimoney checkout.

Expo · React Native · Supabase

Case study →

In development

Accord

Private notes that stay on your device first, with secure sync and writing help on the roadmap.

Flutter · Dart · Hive

Case study →

02 — Client & internal work

Tools built for real teams

Most of this runs inside organizations, so the public versions are sanitized case studies.

Featured case study

2024 – present

VulnTrack: replacing the vulnerability spreadsheet

A tracking platform that imports Tenable findings, detects duplicates and resurfaced issues, and holds owners to remediation SLAs. Management gets a printable executive view instead of a pivot table.

Role: System designer and developer
Stack: Django, Python, SQLite, Tenable
Status: In use · sanitized case study

Security ops

SecOps Projects & Efforts Tracker

Ownership, reminders and reporting for a security team’s project load.

Django · Python

Case study →

Community systems

Deeper Life Stewardship Portal

Attendance, finance and expense approvals across church locations.

Django · Python

Case study →

Client website

Insight Technologies website

Company site presenting Insight Technologies’ services, partners and solutions.

Django · HTML

Case study →

03 — Research

Research & publications

CG-AGC-WKNN

Manuscript under review

Confidence-gated adaptive geospatial-cell candidate generation for Wi-Fi fingerprint indoor localization

Weighted KNN over a full radio map is slow and brittle when signal strength drifts. CG-AGC-WKNN narrows the search to adaptive spatial cells and falls back to global WKNN only when the cell evidence is weak.

8.63%lower mean error than Global WKNN (9.181 m vs 10.048 m)

12.33%lower median error

77.42%smaller online candidate search space

Read the abstract

Dataset: UJIIndoorLoc (multi-building, multi-floor)
Method: Adaptive cells + local WKNN + confidence gate
Metrics: Mean, median and P90 error; candidate reduction
Next: Adaptive cell expansion, live indoor testbed

Policy

IoT cyber law and security governanceManufacturer liability, privacy, consent and international coordination

Working paper

Applied

Modernizing vulnerability managementSLA monitoring, ownership and remediation accountability

Practice

Applied

Automation in security operationsKQL, PowerShell and Python to cut manual analyst work

Practice

Computer vision

Drone imagery for beach trash detectionDetecting visible trash from aerial images for environmental monitoring

Concept

04 — Writing

Essays on AI and security

Published on Medium, including AI in Plain English.

AI in Plain English

AI in Security Operations: Powerful Automation, Uncomfortable Truths

AI · SecOps

Read ↗

AI in Plain English

AI at Work: Shadow Systems, Agentic Autonomy, and the Security-Productivity Fault Line

AI governance

Read ↗

Medium

05 — Experience

Roles

Security AdministratorRowan University · 2024 – present

Security Analyst InternRowan University · 2022 – 2024

Python ProgrammerOpenPath LLC · 2018 – 2022

IT Systems EngineerInsight Technologies (SL) Ltd · 2014 – 2020

Education & credentials

MS, CybersecurityRowan University · 2022 – 2024

Graduate studies, Information & Communication EngineeringHuazhong University of Science & Technology · 2018 – 2020

BSc (Hons), Computer ScienceNjala University · 2010 – 2015

SSCP · ISC2 CC · CCNA · Microsoft SC-200 (training) · Microsoft Sentinel Ninja · Google Python Automation · AWS Cloud Practitioner Essentials

Download CV (PDF) ↓ Résumé ↓

I build the systems security teams actually use, and study the ones they can’t yet trust.

Products I build and ship

Lumen Notes

RealOrRip

Aegiora

Salone Konect

Accord

Tools built for real teams

VulnTrack: replacing the vulnerability spreadsheet

SecOps Projects & Efforts Tracker

Deeper Life Stewardship Portal

Insight Technologies website

Research & publications

Confidence-gated adaptive geospatial-cell candidate generation for Wi-Fi fingerprint indoor localization

Essays on AI and security

AI in Security Operations: Powerful Automation, Uncomfortable Truths

AI at Work: Shadow Systems, Agentic Autonomy, and the Security-Productivity Fault Line

The Rise of Agentic AI: When Autonomy Becomes a Liability

EvilAI: Malware Masquerades as AI Tools to Infiltrate Global Organizations

AI: The New Cybersecurity Battleground

Why Africa Needs Cybersecurity Experts Now More Than Ever

Roles

Education & credentials