A passionate professional with expertise in IT, SDLC and Network Operations. Focused on delivering high-quality solutions and continuously improving skills in emerging technologies.
This project leverages machine learning to accurately and efficiently detect spam and phishing attempts. The project uses Naive Bayes + TF-IDF vectorization to accurately classify messages as spam or legitimate with a >95% accuracy. I created this project in Python on Ubuntu Linux 22.04, the project is also compatible with both Windows and MacOS and there are guides on how to run my program or train the model on your own data using the Streamlit dashboard I have created.
I consistently maintain a comprehensive technical blog documenting hands-on projects, including a sophisticated home lab environment where I implement, test, and integrate emerging technologies. Designed and deployed custom monitoring solutions using industry tools to optimize system performance. Continuously expand technical capabilities by experimenting with new platforms and creating innovative integration solutions between disparate systems.
Maintained a 30+ week streak on hack the box primarily focusing on blue team security labs and general IT labs. Completed defensive security labs that allowed me to get hands-on experience with Splunk, Elastic, Zeek, Suricata and more. Completed General IT labs and training with Windows, Powershell, Linux, MacOS, BASH, Python and more.
Cell: (+1)214-797-0616
E-mail: ColeDetrick@gmail.com