Author

Kandarp Mukeshkumar Sharda

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Open access Jul 2026

AUTOMATING PORTFOLIO MANAGEMENT USING MULTI-AGENT SYSTEM WITH DYNAMIC PROMPT OPTIMISATION AND FEEDBACK LOOPS

A closed-loop multi-agent decision framework that introduces prompt-level learning as a scalable alternative to full model retraining and highlights the potential of prompt-level adaptation for building robust and autonomous financial decision systems.

Kandarp Mukeshkumar Sharda, Aliyu Sani Sambo · NLP & Big Data · 0 citations