Esther builds AI-native systems for opportunity, action, and trust.
A compact map of the background and judgment behind the work.
Working identity
AI-native systems for opportunity, action, and trust.
Esther works across AI agents, workflow automation, memory systems, narrative interaction, focus support, robotics-adjacent systems, and personal opportunity discovery.
Experience
NVNVIDIASoftware Engineering Intern - AI EngineeringGUI agents, perception services, deployment workflows, and agentic automation.May 2025 - Aug 2025+
Worked on GUI agents, perception services, DGX-cluster deployment, Helm-based workflows, and agentic automation for engineering workflows.
ABBABB RoboticsAI-Agent Research InternMulti-agent systems for natural-language human-robot interaction.Dec 2023 - Jun 2024+
Built multi-agent natural-language human-robot interaction systems with shared memory, planning, ambiguity resolution, and self-correction.
IIOTIIOT Lab, Shanghai Jiao Tong UniversityResearch AssistantLLM knowledge-capacity research and PyTorch computation workflows.Jun 2023 - Mar 2024+
Worked on Knowledge Quantification Indicator research for estimating LLM knowledge capacity and improving PyTorch computation workflows.
Education
UMUniversity of Michigan - Ann ArborGraduate work across information science, data systems, and human-centered AI.+
Aug 2024 - May 2026
Master's in Information Science.
SJTUShanghai Jiao Tong UniversityEngineering foundation across electrical and computer engineering.+
Sep 2021 - May 2025
Bachelor's in Electrical and Computer Engineering.
Technical strengths