Publications

• Build LLM Data Apps with Langchain and Dash (2024), Plotly:

Summarise, extract & plot macroeconomic forecasts from textual data using Retriever-Augmented Generation (RAG) chain.

• Review of net changes to share capital: total voting rights & major shareholdings (2021), Primary Market Bulletin:

Measuring all share capital in issue (voting rights) and comparing discrepancies in major shareholdings between Market Data and Factual Regulatory Fillings.

• Review of Payments to Governments by Issuers in the Extractive Industries (2021), Primary Market Bulletin:

Analysing payments to governments disclosures of companies in the extractive sector. Measuring discrepancies and completeness of  the first batch of ESG electronic .XML fillings in the UK.

• Review of Delayed Disclosure of Inside Information (2020), FCA:

Measuring Market Reaction (Stock Returns) and Distribution curve of Inside Information that was announced with a delay by UK corporates.