SELECTED BUILDS

Projects with a practical reason to exist.

Personal and academic projects that demonstrate product thinking, secure engineering, data modelling and applied machine learning.

LOCAL-FIRST AI PRODUCT

CodeCVI Agent

An active MVP for CV matching, tailoring, cover-letter generation, analytics and GDPR workflows—designed to keep AI processing local.

FastAPIReactPostgreSQLRedisDockerOllama
Open repository

CYBERSECURITY TOOLKIT

Android Malware Detection

A Python toolkit that classifies Android malware from datasets, PCAP files and live tethered network traffic through practical GUI workflows.

PythonLightGBMScapyPyShark
Open repository

FINAL-YEAR RESEARCH

ML/DL Algorithm Analysis

Comparative machine-learning, deep-learning and hybrid ensemble research for Android network-traffic classification.

Random ForestXGBoostCNNLSTMLightGBM
Open repository

RELATIONAL DATA MODEL

Employee Management SQL

An 11-table employee-management database demonstrating joins, transactions, aggregation, subqueries and reporting workflows.

SQLMySQLData modellingTransactions
Open repository