Experience
Bosch USA
Data Analyst (Practicum Project)
2024 - 2025
Reduced data inconsistencies by 25% using LLM-powered error detection integrated with Neo4J.
Designed a 10,000-entry knowledge graph with structural constraints, which reduced false positives by 20%, making Bosch’s error-flagging system more reliable.
Discovery Partners Institute
Data Analyst (Practicum Project)
2024 - 2025
Created 5 interactive Tableau dashboards, including real-time brand mention tracking and sentiment trends using Google Search API and Python for ETL pipeline and AWS Lambda serverless compute service automation, providing stakeholders with an up-to-the-minute organizational overview.
BenQ
e-Commerce and Digital Marketing Intern
2022 - 2024
Assisted US marketing team and engaged more than 1,500 US customers with pre-sales inquiries and basic troubleshooting on online chat service
Collected social media comment data and utilized Python for data visualization to anticipate customer inquiries and optimize chat service responses.
Bosch USA
Data Analyst (Practicum Project)
2024 - 2025
Reduced data inconsistencies by 25% using LLM-powered error detection integrated with Neo4J.
Designed a 10,000-entry knowledge graph with structural constraints, which reduced false positives by 20%, making Bosch’s error-flagging system more reliable.
Discovery Partners Institute
Data Analyst (Practicum Project)
2024 - 2025
Created 5 interactive Tableau dashboards, including real-time brand mention tracking and sentiment trends using Google Search API and Python for ETL pipeline and AWS Lambda serverless compute service automation, providing stakeholders with an up-to-the-minute organizational overview.
BenQ
e-Commerce and Digital Marketing Intern
2022 - 2024
Assisted US marketing team and engaged more than 1,500 US customers with pre-sales inquiries and basic troubleshooting on online chat service
Collected social media comment data and utilized Python for data visualization to anticipate customer inquiries and optimize chat service responses.