Hi, I'm Darth 👋
Cybersecurity grad student leveraging AI & Machine Learning to enhance threat detection and build intelligent defense systems.
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About

I'm a master's student in Cybersecurity with a background in Networks and Telecommunications. Before grad school, I worked as an IT Officer managing HPC infrastructure for Bioinformatics research, providing end-user support, conducting cybersecurity training and implementing security solutions. My recent work explores adversarial machine learning and building CLI tools, with a focus on AI-driven approaches to threat detection and system defense.

Work Experience

B

BTU | Chair of IT Security

Oct 2024 - date
Research Assistant
Designed and evaluated machine learning models using network data to detect normal behavior and trigger alerts on deviations. Utilized Autoencoders (AEs) and Generative Adversarial Networks (GANs) for classification tasks, distinguishing between normal and abnormal behaviors.
A

African Plant Breeders Association

Mar 2020 - May 2023
Information Technology Officer
Managed website design and content to keep it current and engaging. Supported the successful organization and visibility of the 2019 and 2021 conferences. Offered technical advice and assistance to colleagues and stakeholders as needed.
U

University of Ghana | WACCI

Aug 2019 - Mar 2023
IT Support Assistant
Provided comprehensive technical support to over 50 users, troubleshoot hardware and software issues with over 90% resolution rate, and implement robust security measures such as multi-factor authentication and regular security training.
G

GainEx Labs

Jul 2021 - Nov 2022
Frontend Web Developer
Enhanced user experience by optimizing user interfaces across multiple projects. Worked with cross-functional teams to deliver design solutions aligned with business goals. Partnered with organizations such as the Nature and Development Foundation and Ghana Forestry Commission on projects addressing illegal lumbering.
L

Loop Invents Company Limited

Aug 2018 - Jun 2020
Frontend Web Developer
Integrated UI/UX designs with product requirements to enhance user experience. Led the frontend upgrade of the MedFocus Medical Screening app, enabling efficient result uploads and boosting physician-patient interactions.

Skills

Python
Postgres
Linux
Bash
C++
Wireshark
Nmap
Pytorch
Tensorflow
UI/UX Design
Graphics Design

Check out my latest work

I've worked on a variety of projects from terminal applications to ML workflows. Here are a few of my favorites.

Get in Touch

Want to reach out? Write me an email here.