Humaira is working as a Program Associate with the State and Markets team in Tamil Nadu. She is a recent graduate in Computer Applications from CTTE College for Women and brings a strong foundation in data analysis, Python, machine learning, and data visualisation. Through her academic and project experience, she has worked on end-to-end analytical solutions, including data wrangling, model development, and building interactive dashboards using tools like Power BI and Streamlit. Her work reflects a keen interest in leveraging data-driven insights to support informed decision-making.