Shreya Singh

About Shreya Singh

I am working as a senior risk analyst in Xceedance with experience of 2.8 years.As a highly motivated and results-oriented individual, i did Master\'s degree in Operational Research from Ramjas College, University of Delhi. With a Bachelor\'s degree in Mathematics (Honours) from Lady Shri Ram College for Women, University of Delhi, I have gained a strong foundation in data analysis, mathematical modelling, and statistics.During my internship as a Data Analyst at My Analytics School, I demonstrated my expertise in data cleaning, data preprocessing, exploratory data analysis, and machine learning. I applied these skills to perform a SWOT analysis of My Analytics School, participated in an open-ended challenge, and conducted in-depth EDA on Big Mart sales data for 1559 products across 10 stores. By applying machine learning models, I successfully predicted the sales of each product at the store.In addition, I have completed several certifications, including the Data Science Bootcamp Using Python from Step Up Workshop, Introduction to Data Analysis Using Excel from Coursera, and Basic Data Descriptors, Statistical Distributions to business decisions from Coursera. I have also worked on several projects that showcase my proficiency in predictive modelling and analysis. For instance, I built a classification model to predict customer churn in the telecom sector and achieved an accuracy of up to 94%. In another project, I performed an exploratory data analysis on loan data and implemented machine learning models like Logistic Regression, Decision Tree, and Random Forest for detecting loan defaulters and automating the loan eligibility process, achieving an accuracy of up to 90%.Apart from my academic and professional achievements, I have also volunteered under project Indradhunush in National Service Scheme, demonstrating my dedication towards social responsibility.My proficiency in Python, SQL, Jupyter Notebook, Machine Learning, and Tableau BI, coupled with my comfort in using MS Excel, make me an ideal candidate for data analysis roles. I am constantly seeking new challenges that allow me to expand my knowledge and enhance my skills, and I am excited about opportunities to make a significant impact in the field of data analytics.

Experience

1. Senior Risk Analyst

   Xceedance

   Oct 2025 — Present

Education

• Lady Shri Ram College For Women

  Bsc Maths, Mathematics

• Ramjas College

  Masters in operational research, Mathematical science

• Delhi University

  Operational research, Mathematical science