https://site-cpyang.github.io/tag/multi-agent-systems/Multi-Agent SystemsWowchemy (https://wowchemy.com)en-usSun, 31 May 2026 00:00:00 +0000https://site-cpyang.github.io/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.pnghttps://site-cpyang.github.io/tag/multi-agent-systems/https://site-cpyang.github.io/publication/fincom/Sun, 31 May 2026 00:00:00 +0000https://site-cpyang.github.io/publication/fincom/https://site-cpyang.github.io/project/clearpath/Mon, 01 Dec 2025 00:00:00 +0000https://site-cpyang.github.io/project/clearpath/<p>ClearPath Agent is a multi-agent system designed to replicate the deliberation of a human investment committee. A Supervisor agent coordinates specialized Research, Quant, and Risk agents through ReAct-style reasoning, so that each recommendation is grounded in evidence, quantitative analysis, and an explicit risk assessment rather than a single model&rsquo;s opinion.</p> <p>Across a 120-task evaluation, the committee structure improved reasoning accuracy and risk awareness by up to <strong>+16%</strong> over consensus baselines. The project was built as my Duke M.S. capstone in Fall 2025, where I led a 6-member team across system architecture, the evaluation suite, and paper authorship. It was awarded <strong>Outstanding Capstone</strong> (1 of 2) for bridging industry and academia, and the coordination protocol was developed further in the FinCom paper.</p>