ByteSight

AI-powered transcript intelligence for faster, consistent credit risk analysis.

ByteSight is an end-to-end AI/NLP workflow that ingests G-SIB earnings-call transcripts, extracts key financial metrics, and surfaces sentiment/topics relevant to credit risk using LLMs, FAISS/BM25 retrieval, and FinBERT/BERTopic with a structured SQL store. Built and led as my University of Cambridge capstone, it turns raw transcripts into decision-ready insights and an interactive dashboard for faster, more consistent risk and performance analysis.