Data Labeling & Annotation (Personal/Academic ML Projects)
Classification
I contributed to several personal and academic machine learning projects that required data labeling and preparation. My role included structuring, cleaning, and annotating tabular datasets as a precursor to building regression and classification models. I also evaluated the consistency and utility of labeled data in predictive modeling. • Built models like Housing Price Prediction and Car Price Prediction involving hands-on data annotation. • Applied supervised learning techniques after preparing and labeling data. • Used Python, pandas, and scikit-learn for all annotation and modeling tasks. • Ensured datasets met quality requirements for model training and testing.
I contributed to several personal and academic machine learning projects that required data labeling and preparation. My role included structuring, cleaning, and annotating tabular datasets as a precursor to building regression and classification models. I also evaluated the consistency and utility of labeled data in predictive modeling. • Built models like Housing Price Prediction and Car Price Prediction involving hands-on data annotation. • Applied supervised learning techniques after preparing and labeling data. • Used Python, pandas, and scikit-learn for all annotation and modeling tasks. • Ensured datasets met quality requirements for model training and testing.
2024 - Present