· Analyzed fragmented B2B workflows and identified inefficiencies in email and file retrieval; defined roadmap for the AI Search Copilot, reaching 1M+ DAU and improving search speed by 300%.

· Partnered with AI, engineering, and ops teams to automate meeting notes, task tracking, and reporting; enabled proactive workflows across 2.2M enterprises and 10M+ platform users.

· Led iterative development of AI search cards, translating user insights into product specs and visual frameworks; improved readability and shortened engineering cycle by 40%.

· Collaborated with cross-disciplinary teams from UC Berkeley Haas School of Business and Berkeley Deep Tech Innovation Lab to develop the market strategy and user experience framework for Anymile, a drone data intelligence platform.

· The project integrated market research, regulatory analysis, and system-level UX design to position Anymile within the emerging drone logistics ecosystem.

· Led design of a context-driven, canvas-style AI video editor for long-form, multi-shot storytelling; managed a 5-member team through 25+ user research and MVP iterations.

· Developed a cross-attention multimodal framework enabling semantic understanding of video content and contextual relations across 300+ multi-shot videos, reducing editing time by 60%.

· Published results in an SCI-indexed journal and selected for the Haas eHub Build Track, recognizing innovation in AI-driven multimodal video understanding and editing.

· Led a research group conducting both quantitative and qualitative research ( IMI,UTAUT,Eye-Tracking,semi-structured interview ). Findings have been submitted to CHI 2026.

· Designed an AI-assisted medical registration system for older adults, integrating language input, contextual recommendations, and voice guidance; testing with 22 users (60–74) showed 40.5% faster completion and 59% lower workload.

Internship in Xlab of Zhejiang University, responsible for the competitive analysis of generative interactive interface products. Responsible for the research of generative AI interface literature metrology