AI agent, knowledge graph

Usability Testing, metric design and validation, Data Analysis, AI model and agent mechanisms, Failure Analysis, experiment design, evaluation methods, user research methods

Risk Expansion, Rule Engine, Risk Identification, Strategy Debug, Model Performance Evaluation, Data Analysis

content operations , Saas, AI products, cross-border ecommerce tools, productivity tools, community operations, user operations, growth operations

Data Architecture, Multi-model AI architecture, AI engineering, Digital twin simulation, Generative AI platform design

Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), Data Analysis, AI-powered capabilities, Memory Mechanism and Evaluation Iteration, Data inspection and attribution, anomaly detection, Agent technology ecosystem, Performance Analysis, Automation of experimental analysis, Prompt Engineering, Function Calling, Observability

Github, Power Automate, Azure Ad, Azure DevOps, Microsoft Entra ID, Dataverse, Security Governance, ALM CI CD, Azure AI Search, Application Insights, Azure Monitor, Microsoft Copilot Studio