Things I've Built

Flic Movies

A modern streaming web application built as a monorepo, pairing a dynamic Next.js frontend with a heavily secured NestJS backend.

Wave Anime

A modern web application for tracking and watching anime. Features cross-device sync, auto-skip, community features, and a cyberpunk admin dashboard.

HansCredit

A credit loans web application where users can apply for and track loan applications. Built with Next.js and Tailwind CSS, with nodemailer for application email notifications.

AWS Bedrock Travel Assistant

A multi-tool, autonomous AI travel assistant built on AWS Bedrock AgentCore, utilizing MCP Gateways and Lambda functions for real-time reasoning.

Smart AI Library Assistant

An AI assistant for library resource discovery using a RAG pipeline. This includes vector databases for retrieval, Hugging Face API for language processing, Clerk auth, and Supabase backend.

AI Spam Message Detector

A spam detection tool using a Linear SVM model trained on SMS data. Built with Python, scikit-learn, NLTK, and Streamlit. It classifies messages as spam or legitimate in real time.

Student Welfare Management System

A full-stack platform for managing student welfare activities, featuring a React frontend, Node.js/Express backend, MongoDB, M-Pesa Daraja API for payments, and JWT authentication.

AWS Restaurant Agent

An autonomous agent running a strict ReAct loop on AWS Bedrock AgentCore, utilizing MCP Gateways to filter and verify real-time restaurant availability.

Programmatic AI Orchestration

A purely programmatic autonomous ReAct travel planning assistant built in Python, using the AWS Bedrock converse API directly for fine-grained tool orchestration.