Data Preprocessing Assistant (Mercor/Outlier)
I contributed to the preprocessing and cleaning of datasets before machine learning model training. My focus was on improving data integrity and readiness for subsequent annotation and model evaluation tasks. Each step enhanced the usability of images and related metadata for developing robust AI systems. • Removed duplicative or irrelevant information from datasets. • Verified data accuracy and completeness. • Prepared formatted datasets for efficient annotation. • Supported iterative model development by improving input data quality.