Ayomide AdeKoya developed a liquidity warning feature for the LuckyOne7777/ChatGPT-Micro-Cap-Experiment repository, focusing on enhancing user decision-making for micro-cap stock trading. Leveraging Python and applying skills in algorithm design and data analysis, Ayomide implemented logic that assesses dollar trading volume to proactively alert users about low-liquidity conditions. The feature was integrated end-to-end, allowing for seamless future enhancements and supporting risk management in financial modeling contexts. While the work was limited to a single feature over one month, the implementation demonstrated a clear understanding of financial data and provided a targeted solution to a specific trading challenge without addressing bug fixes.