Interested in Fine-Tuned Small Language Models, Their Use in Multi-Agent Systems, and Explanable AI (XAI/AdvAI)
I'm currently pursuing an MSc in Artificial Intelligence and Data Science at the University of Hull with a supplementary course from HarvardX in Computer Science for AI. My interests are in integrating Multi-Agent Systems (MAS), Small Language Models (SLMs), and Explanable AI (XAI) to automate real estate brokerage processes on a local machine, ensuring compliance with state statutes and privacy standards and in a separate capacity, making real estate services the price that they should be (estimated 5x cheaper than they currently stand, at 2.5% of the sales price to list the home as the norm).
My planned thesis, "Assessment of Multi-Agent Systems with Fine-Tuned SLMs against Hallucination Frequency and Accuracy", explores how these technologies can streamline corporate workflows while aligning with established statutes and privacy guidelines. I have private repositories that will be made public when my results are pre-published on a site like ArXiv, the thesis and adjacent projects are more specific than the broad title shown. I also have a US patent pending on 'Corroborating LLMs for Email Classification and Contract Review Tools'.
- Hardware & Resources: Running on a MacBook M4 Pro @ 48gb.