Utpal M.

Key Skills

Freelancer Overview

In my academic works, I've extensively dealt with data collection, preprocessing, validation and analysis, specifically with engineering and machine learning data applications. I worked with large-scale datasets, cleaned the data, selected relevant features, normalized the data, and conducted data quality checks, ensuring the accuracy and reliability of the data for model training in flow boiling heat transfer. It strengthened my attention to detail and the understanding of the significance of quality data for the development of reliable AI systems. Furthermore, I have experience with machine learning algorithms like Random Forest, XGBoost and Neural Networks and have assessed model performance and results. The data review and consistency checks, identification of anomalies, and systematic documentation of the data was essential to these activities. I have not had a formal Data Labeling position but my experience has given me the analytical skills, accuracy and discipline that is required to work with data that is being annotated and used for AI training.

Education

Work History