My professional journey and educational background.
Work History
AI Engineer
Advanced Vision Analytics
Present
Architect and maintain robust data pipelines using Dagster to process Thingsboard raw data into customer-facing reports and prepared data for MCP servers.
Setup and maintain Grafana for comprehensive system monitoring, enabling proactive bottleneck identification and performance optimization.
Develop and deploy serverless functions on Cloudflare to support scalable AI applications.
Design and implement Model Context Protocol (MCP) servers for secure LLM access to solar plant data.
Software Engineer / Machine Learning Engineer
Advanced Vision Analytics Pte Ltd, Singapore
May. 2022 - Jan. 2023
Design and optimize the data visualization of SolarSens, and develop the SolarSENS dashboard and its modules, including automated meter reading, bill generation, and inverter control.
Perform data retrieval, analysis, and caching to generate accurate business dashboards. Implement machine learning algorithms to predict energy loss in solar panels efficiency.
Education
Shanghai Jiao Tong University, China
MSc in Computer Science
Research interests: Natural Language Processing, Adversarial Attack