1. AI-related Technical Background - Foundation: Familiar with various deep learning models including MLP, CNN, RNN, Transformer, and model training and distributed training based on PyTorch, as well as fine-tuning. - Digital Human Related: Enhanced experience in digital human dialogue using TTS, lip correction, and user audio recognition enhancement. - LLM and AI Agent Applications: Practical experience with the LangChain. Practiced prompt engineering techniques such as Zero-shot, Few-Shot, CoT, and ReAct. Understand security risks like prompt injection and leakage, and how to defend against them using instructions, parameterization and guardrails.2. Product and Research Team Management Experience - Team Management: 4 years of experience managing product and research teams. - Project Management: Responsible for roadmap setting, epic breakdown, tracking, and delivery. - Product Management: market research, user research, competitor analysis, product planning, product design, requirement review, and feedback collection. - R&D Management: Implemented Scrum methodology for R&D management iteration. - Tools: Jira, Bitbucket, Confluence, Axure, Feishu, Lanhu3. B2B Software Product Design - 7 years of experience in B2B software product management, included SaaS and on-premises deployment. Experienced areas include exams, enrollment and employment, AI simulated interviews, interactive online education platforms, and telecom infrastructure management systems.4. Research and Development Professional Skills - Experience in Java and Python development, responsible for prestudy and technical prototype, such as experimenting and implementing AI Agent, voice enhancement.5. Cross-national Team Collaboration and English Skills - Collaboration Experience: 8 years of worldwide R&D and team collaboration experience, able to effectively collaborate with team members from different cultural backgrounds. - English Proficiency: English can be used as a working language, with an overall IELTS General score of 7.
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Director Of Product Management & R&DChengdu Future Time Education Technology Co, Ltd May 2020 - May 2024Chengdu, Sichuan, ChinaTeam Management work includes:1. Building and managing the product and R&D team, including recruitment, performance evaluation2. Process related management includes SCRUM coaching and monitoring, JIRA administration, and product decision process management.3. Goals setting and breakdown into Sprint and tracking project delivery.4. Cooperate with the sales team and the operation team and deliver neccessary product and technical documents.Frontline work per projects includes:- Project: Admission and Employment Q&A Robot(SaaS)An admission and employment Q&A assistant for students. In this project, I mainly work as a researcher to demonstrate and optimize the AI related flow.1. Analysis for RAG projects on market.2. Experiment and optimize vectorized storage of documents.3. Conduct Agent demo using Langchain and security optimization.4. Minimal viable product design.5. Formulated an overall solution based on rehearsal results and handed it over to the R&D team for implementation.- 5G Yun Jiu Ye(SaaS)This project is focused on the vertical field of campus recruitment. 1. Work out product solution and breakdown into use cases.2. Designed the AI interviews function for both product and technical aspects. Technically it combines process engines, speech recognition, and LLM to conduct a dynamic AI interview.3. Investigate and demonstrate AI digital humans solution.- Yunkao AI(SaaS) and its on Premises deployment versionThese products serve for examination. Clients can choose deployment based on their needs.1. Responsible for the overall product design and roadmap planning of the system.2. Research solutions for both product and technical apsects. e.g. Operation quiz based on utilizing the cloud desktop technique.- Three-Classrooms Project(SaaS)This project targets online interactive education products1. Responsible for product design2. Investigate RBAC-based user and utilize it into the system3. 3rd part system integration prestudy -
Product ManagerSelf Employed Mar 2019 - Feb 2020This period involved a self-organized team development.The IT Course Product is an online education website focused on the IT field. It aims to provide high-quality teaching materials in cutting-edge areas for professionals, while enhancing learning efficiency through diverse teaching tools (e.g., in-course assignments).The team comprised a total of 6 members, including both R&D and product teams. My responsibilities included:1. Competitor analysis (primarily referencing industry benchmarks such as Coursera and Udemy).2. Creating Axure prototypes for UX design and maintaining PRD.3. Implementing Scrum management in Tapd, dividing features by stories and prioritizing them.4. Defining the release plan for versions.
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Product ManagerNokia May 2010 - Nov 2018中国 四川 成都I worked on the NetAct system (a network management system responsible for managing Nokia and third-party network elements). The NetAct team had an overall scale of over 1000 members, with the product management team comprising more than 50 members. My experience includes three phases:- 2015.06-2018.11As a Product Manager, I was responsible for leading the GSM integration domain and the evolution and updates of the southbound middleware in NetAct.- 2014.05-2015.05As a Senior Java Developer, I participated in the core technical group of the Radio Value Stream, responsible for providing technical solutions for requirement implementation in my domain.- 2010.05-2014.05 (Internship period from 2010.05-2012.02)As a Java Developer, I was responsible for Administration of Measurements (managing performance data reporting rules), XOH (XML over HTTP(S)) Mediation (middleware for communication between the network management system and respective network elements), Q3 Mediation (middleware for communication between the network management system and respective network elements)Responsibilities as a Product Manager:1. Follow up on the release plans of GSM network and provide corresponding management system support, as well as defining the technical evolution direction in my domain.2. Prioritization and Feature Screening.3. Communicating requirements, formulating solutions, synchronizing plans, and tracking progress with the R&D team.4. Managing customer requirements and expectations.5. Providing training on new features for the sales team.Responsibilities as a Java Developer:1. Conducting preliminary technical research and providing detailed solutions.2. Implementing based on technical research, while practicing TDD, Clean Code, and pair programming.3. Investigating and fixing online issues.
Xiaoxiao Li Education Details
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计算机科学
Frequently Asked Questions about Xiaoxiao Li
What is Xiaoxiao Li's role at the current company?
Xiaoxiao Li's current role is Director of Product Management & R&D.
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Xiaoxiao Li attended 电子科技大学, 西南交通大学 (Swjtu).
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