Experience
Delivering high-volume technical support for over 7,000 users with a
99% satisfaction rating. Daily
operations include managing Active Directory and Entra ID access,
troubleshooting issues via ServiceNow, and optimizing deployment
workflows to
reduce ticket resolution times by 15%.
Administered hybrid infrastructure (VMware, Dell EMC, MSSQL) and led
corporate-wide MFA rollout. Engineered custom automation tools using
PowerApps and deployed a self-hosted open-source RMM solution that
reduced annual costs by $15,000.
Graduated with
Second Class Honours, GPA 3.25.
Specialized in
Cyber Security & Software Engineering,
bridging the gap between secure infrastructure and application
development.
> Secure Programming
> Penetration Testing
> Algs & Data Structures
> Network Forensics
Thesis: AI Content Detection
Researched and developed Machine Learning models to detect
AI-generated imagery. Analyzed performance metrics against published
datasets to evaluate the efficacy of current detection algorithms in
a security context.
Projects
[python] [PyTorch] [HuggingFace] [Streamlit]
Transformer-based log anomaly detection system using a fine-tuned DistilBERT model to classify Windows and Azure authentication events:
> Fine-tuned DistilBERT log classifier
> Synthetic + Azure VM log generation pipeline
> Probabilistic anomaly scoring (LOW / MEDIUM / HIGH)
> Streamlit-based analyst dashboard
[python] [PyTorch]
SRE-style predictive infrastructure monitoring system using an LSTM autoencoder to detect anomalies in VM CPU, memory, disk, and network metrics:
> Per-VM dynamic baseline
> Explainable anomaly detections
> Failure risk scoring
> Interactive web-based dashboard
[python] [LangChain] [Llama3] [FAISS]
A fully local RAG (Retrieval-Augmented Generation) chatbot for IT operations teams. Designed for:
> IT operations and helpdesk teams
> SREs managing internal runbooks
> Sysadmins who want searchable, conversational access to documentation
[PYTHON] [ML]
Research project detailing the development and analysis of various
models as detection tools for AI-generated imagery.
[node.js] [supabase] [typescript] [vercel]
Car maintenance tracking platform with the following features:
> Account creation
> Inter-account car transfer
> Image upload for records
> Virtual garage for storing multiple cars
[C] [PYTHON] [WinAPI]
Python based server side controller allowing remote control of various
modules, written in C using WinAPI on an infected machine.
> Clipboard content stealer
> Remote file transfer
> Keylogger
> Full reverse shell
> Send screenshot to server
> Download file to infected machine over web
[HTML] [CSS] [JS]
The goal of this site was simplicity, and speed. As tested on chromium based browser, 3 requests, 5.4kb transferred, 280ms total load time. Stats on performance located in footer.
Blog
2025-12-03
On subjectivity, Umwelts, and the difficulty of human communication.