Vicky Guo

o Leading the charge in AI innovation by defining strategic roadmaps, owning end-to-end AI product lifecycles, and developing advanced Agentic AI capabilities. o Working on LLM, RAG, and MCP AI Agents to build intelligent, autonomous systems. Expertise in designing and implementing cutting-edge AI features, aligning AI solutions with business goals, and fostering cross-functional collaboration to deliver transformative AI-driven products. o Design and solo working on an AI-driven predictive analytics solution to assess IBM’s partner ecosystem health and uncover key revenue opportunities. Performed data analysis on partner performance and engagement metrics to generate actionable insights for executive decision-making. Built and deployed a predictive model and recommendation engine to enhance partner enablement, productivity, and overall ecosystem growth.

Work on IBM Watson Knowledge Catalog team to deliver business-ready data to feed AI and analytics projects. Leading on research, architecture design, and implementation of Python platform to embrace customization test automation and orchestration tools, empower API component and end-to-end integration validation. Deliver extensible testing solutions that are customized to improve customer support and user experience.

Worked on IBM Watson Health Transformation team, As an architect, define the architecture design of common tools (Jira and Confluence) cloud deployment and common Test automation framework solution, Provide the detail project plan and implementation path. As a team leader and key player, work with the team member on solution implementation and deployment process deliver SDLC tool stack and TAF to support across Watson Health Development team.

Work on IBM Watson health Imaging development team. Bring software development methodology and best agile practice to the research team. As a active scrum master, work with data scientist team, working on automation CI/CD, provide solution and open source infrastructure to build ML/AI pipeline, Design, develop, algorithm code review and implement algorithm commercialization to support multiple ML/AI medical products.

Work on Expertise Manager product in an agile scrum team. Development new feature, Brand development. Development TAI++ central security component which used cross board of IBM Smart Workforce multiple products. Do research to use new technology and structure improvement product. production release and troubleshooting production issue.

Work on salary.com consumer web site in Agile scrum team. Development new feature, Brand development, web site traffic growth, web site UI and advertising revenue. Do research to use new technology and structure improvement product. production release and trouble shooting production issue.

• work on salary.com consumer web site new feature development, production release. • Maintain and manage talent framework data and three related enterprise products: Competency Manager Application, CM admin tool, and the Competency Content Management tool. Response to manage the project plan, and advising on technical implementation options.

Be coordinate and communicate with China Team. Discuss requirement, define project plan and assign work to team member, release and maintenance.

Develop a thorough understanding of the algorithmic foundations and applications of artificial intelligence and machine learning as they pertain to data mining, data engineering and analytics. Gain the technical expertise and practical experience to implement data science solutions in a variety of professional settings.