{"id":11,"date":"2025-12-11T23:05:08","date_gmt":"2025-12-11T23:05:08","guid":{"rendered":"https:\/\/saadsharifahmed.com\/?project=multi-agent-research-system"},"modified":"2025-12-11T23:05:08","modified_gmt":"2025-12-11T23:05:08","slug":"multi-agent-research-system","status":"publish","type":"project","link":"https:\/\/saadsharifahmed.com\/project\/multi-agent-research-system\/","title":{"rendered":"Multi-Agent Research System"},"content":{"rendered":"<p>Developed B2B AI product concepts leveraging LLMs, RAG, multi-agent orchestration, and auto-deployment workflows. Designed and tested hypotheses through rapid prototyping, iterative validation, and data-driven experimentation. Conducted rigorous market research and competitive analysis using agentic systems. Participated in pitch cycles to evaluate venture scalability.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Collaborative AI research system using CrewAI with specialized agents for market analysis, competitive intelligence, and synthesis. Features shared memory and task delegation.<\/p>\n","protected":false},"featured_media":0,"template":"","project_category":[2],"class_list":["post-11","project","type-project","status-publish","hentry","project_category-ai"],"_links":{"self":[{"href":"https:\/\/saadsharifahmed.com\/wp-json\/wp\/v2\/project\/11","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/saadsharifahmed.com\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/saadsharifahmed.com\/wp-json\/wp\/v2\/types\/project"}],"wp:attachment":[{"href":"https:\/\/saadsharifahmed.com\/wp-json\/wp\/v2\/media?parent=11"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/saadsharifahmed.com\/wp-json\/wp\/v2\/project_category?post=11"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}