Data Processing Intern – Feature Extraction & Data Quality Monitoring
As a Data Processing Intern at 云控智行科技有限公司, I performed data cleaning and feature extraction on multi-source logs for intelligent transportation systems. My tasks included independently extracting over 20 key business features from more than 100GB of heterogeneous data to address time alignment issues. I also developed automation tools to monitor data quality and ensure timely analysis deliverables. • Labeled and processed text-based logs from roadside sensors and vehicle terminals. • Managed classification and standardization of features for model input. • Utilized Python, SQL, and Pandas for large-scale data preparation and feature labeling. • Provided model-ready, quality-assured labeled datasets for downstream AI and analytics workflows.