Projects

Study LLM: A RAG-Based Academic Knowledge Base
A multi-user platform that ingests university course materials and answers questions grounded in the uploaded content, with citations back to the source. Full backend complete, frontend in progress.

Daily Stock Update: An Evening Portfolio Briefing
An n8n workflow that reads a personal stock portfolio from a Google Sheet, pulls live prices and 30-day history from Alpha Vantage, pairs the data with Tavily sentiment research, and emails a formatted report every evening at 21:30.

Researcher: A Chat-Based Technical Research Agent
An n8n chat agent that converts a research request into a structured technical document at three depth levels. Uses a two-stage pipeline with Tavily web search and arXiv academic paper access, delivered by email.

E10 Stories: An Automated Daily News Briefing
A daily morning newsletter built in n8n that pulls top stories across tech, politics, and finance, adds local weather, and sends a styled HTML digest at 07:30 every day.

VibroRegen: Harvesting Energy from Vehicle Suspension
A self-proposed Year 3 MEng project investigating whether piezoelectric materials embedded in a car's suspension system can convert wasted vibrational energy into usable electrical power.