My Projects

A selection of recent work across web development, AI, and systems engineering.

Robust NIDS

Final year CS project: Network Intrusion Detection vs Evasion Attacks. Applied Adversarial ML to enhance resilience by 15%. Includes a full-stack monitoring dashboard.

Next.js TailwindCSS Adversarial ML Scikit-Learn FastAPI

GitHub

StrathPort

3rd year CS project: StrathPort is a school transport and vehicle allocation system designed to streamline operations.

Laravel Livewire TailwindCSS Alpine.js PostgreSQL

Live Demo GitHub

Slideia

AI-powered slides generator converting text to professional presentations. Features a chat interface, SSE streaming, and an MCP server.

Next.js TailwindCSS FastAPI

Live Demo GitHub

AI Code Reviewer

An AI-powered Socratic code reviewer for the Zerra EdTech platform. It automatically reviews pull requests by asking guiding questions rather than giving direct answers, helping learners discover their mistakes through thinking.

LangChain LangGraph GitHub API FastAPI

GitHub App

CreditExplain

Advanced RAG system for financial compliance in Kenya and Nigeria. Placed 2nd/15 at NSK.AI RAG hackathon. Uses Self-RAG architecture for improved retrieval accuracy.

LangChain FastAPI React 18 Self-RAG

GitHub