Participate in the design and development of algorithm strategies for user growth, including but not limited to user segmentation, intelligent recommendation, and incentive strategy optimization.
Build user lifecycle models (LTV prediction, churn warning, conversion prediction, etc.) based on user behavior data to drive precision operations and decision-making.
Design and implement A/B testing experiments to evaluate the effectiveness of growth strategies and drive continuous iteration and optimization....
Build and improve core components of the Agent Runtime, including intent routing, query rewriting, RAG, tool/skill orchestration, and multi-step agent workflows.
Design and optimize Tool Server / Tool Calling capabilities, including tool discovery, execution, result handling, and integration with web search, market data, and internal services.
Develop evaluation datasets and evaluation harnesses to measure routing accuracy, answer quality, tool-use performance, and agent reliability....
Define and own the card product roadmap across multiple markets with key milestones, dependencies, and success metrics aligned to business objectives.
Conduct market research and competitive analysis to understand market landscapes and benchmark against competitors including fintechs; ensure product's competitive edge and identify improvement opportunities.
Lead the full product lifecycle - from discovery through development, launch, and continuous monitoring and iteration - ensuring product and business OKRs are met....
Track frontier technologies and industry developments in AI and blockchain/cryptocurrency; conduct technical research and produce valuable analysis and insights.
Paticipate in pre-research topics in the AI × Crypto direction, exploring the feasibility of large models, agents, and other technologies in on-chain trading, data analysis, and intelligent application scenarios.
Rapidly build technical prototypes (PoCs) to validate innovative ideas and produce reproducible experimental conclusions....
