I’m Sofiya Sultana, a data analyst with an M.Sc. in Data Science and hands-on experience building end-to-end SQL/Python pipelines, automated reporting routines, and interactive dashboards in Power BI and Streamlit. I enjoy turning complex datasets from financial, sales, and operational domains into clear KPI tracking and decision-ready insights using advanced SQL (CTEs, window functions like LAG and DENSE_RANK) and reliable data validation practices.
In my recent internships, I worked on deep learning for automated image classification and interpretability, and I also developed an AI/ML workflow to automate research paper ingestion and summarization. I follow a STAR approach to translate raw data into actionable business outcomes—strengthening data quality, improving accessibility for stakeholders, and delivering executive-ready metrics and visual storytelling.
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