September 2022 to December 2022

• Developed an intuitive wrapper for AWS IoT Core service, simplifying and streamlining the device updating process.

• Restructure project structure, improving maintainability, system observability, and resilience.

• Lead system testing initiative, boosting coverage from near zero to above 80%.

Technology stack: Python, GitLab, PostgreSQL, Kubernetes, AWS

February 2018 to August 2022

• Designed and implemented efficient data pipelines, streamlining the development process for AI models.

• Conducted comprehensive analyses of production data, incorporating network analysis of product flow, Markov chain applications in for process steps, exploratory data analysis (EDA), and machine learning clustering methods.

• Developed robust discrete optimization models to enhance operational efficiency in manufacturing facilities.

• Demonstrated product efficiency improvements using causal inference technology, effectively presenting outcomes to clients.

• Pioneered full-stack solutions, delivering comprehensive, well-integrated frontend and backend systems.

• Crafted intuitive data visualizations and user-friendly dashboards, delivering accessible insights to clients.

• Successfully orchestrated project requirements gathering and lead several small-scale projects to fruition, displaying keen project management skills.

Technology stack: Python, Vue.js, GitLab, PostgreSQL, MongoDB, Kubernetes, GCP