Danyang Zhang

Conducted bilingual market and user research (EN/FR/CN) for EU–China partnership projects.

Produced strategic reports, sector mappings, and go-to-market recommendations for innovation programs.

Coordinated cross-border stakeholders, ensuring clarity and alignment under tight deadlines.

Delivered bilingual decks and briefings for high-level delegations and investor forums.

Designed multi-step prompts and reasoning traces in Chinese and English; framed hypotheses and test plans to compare model behaviors.

Built scoring rubrics and acceptance criteria; selected “best-of” answers via structured evaluation to ensure consistency and auditability.

Ran multi-round reviews (A/B and few-shot), logged failure patterns, and proposed prompt fixes and safeguards that reduced error rates across tasks.

Partnered asynchronously with product-like workflows: ticketed issues, prioritized fixes, and reported insights that informed content policy and release quality.

Delivering English-speaking missions in UX research, QA validation, and product discovery for startups and SMEs.

Conducting mixed-methods studies (interviews, surveys, usability tests) to guide MVP scope and product-market fit.

Supporting PMs and founders on roadmap design, backlog refinement, and KPI definition.

Deliver AI-assisted research and LLM evaluation: prompt design, rubric-based scoring, error taxonomy, and iteration plans that de-risk product bets before engineering time is spent.

Tools: Figma, Dovetail, Jira, Confluence, Notion, Power BI, Tableau