Sanjana Kumari
@sanjanakumari
Aspiring data analyst with strong skills in data visualization.
What I'm looking for
I'm Sanjana Kumari, a dedicated and aspiring data analyst currently pursuing my Bachelor of Technology in Computer Science and Engineering. With a solid academic background and hands-on experience in data analysis, I have developed a strong foundation in various data science techniques and tools. My passion for data-driven decision-making drives me to uncover insights that can significantly impact business outcomes.
During my internship at Accenture, I had the opportunity to advise a hypothetical social media client, where I cleaned and analyzed datasets to reveal content trends. I also conducted exploratory data analysis (EDA) and data visualization to identify loan default patterns in another project, achieving an impressive 85% accuracy in predicting churn through a random forest model. My projects, including credit risk modeling and e-commerce order analysis, have equipped me with practical skills in Python, SQL, and machine learning libraries.
Experience
Work history, roles, and key accomplishments
Data Analyst Intern
Accenture
Aug 2023 - Aug 2023 (0 months)
As a Data Analyst Intern at Accenture, I advised a hypothetical social media client by cleaning, modeling, and analyzing datasets to uncover content trends. I prepared a PowerPoint deck and video presentation to communicate key insights effectively.
Data Science Intern
BCG
Aug 2023 - Aug 2023 (0 months)
During my internship with BCG, I conducted exploratory data analysis (EDA) and data visualization to uncover loan default patterns. I utilized Python libraries such as Pandas and Numpy to analyze data and engineered a random forest model achieving 85% accuracy in predicting churn.
Project: Risk Analytics Loan Approval
Self-Directed
Aug 2023 - Aug 2023 (0 months)
In this project, I conducted EDA and data visualization to uncover loan default patterns, providing insights that reduced financial loss in loan approvals using libraries like NumPy and Pandas.
Project: Target Sales Dataset Analysis
Self-Directed
Aug 2023 - Aug 2023 (0 months)
Analyzed a dataset of 100,000 e-commerce orders using Python and SQL to extract insights on customer demographics, order processing, pricing strategies, and product performance.
Project: Credit Risk Modelling Using Machine Learning
Self-Directed
Aug 2023 - Aug 2023 (0 months)
Developed a predictive model to assess credit risk using machine learning algorithms such as Random Forest and XGBoost. Conducted data cleaning, feature engineering, and deployed the model using Flask for real-time predictions.
Education
Degrees, certifications, and relevant coursework
Technocrats Institute of Technology & Science
Bachelor of Technology, Computer Science and Engineering
2021 - 2025
Grade: 8.58
Pursuing a Bachelor of Technology in Computer Science and Engineering with a focus on software development and data analysis. Achieved a GPA of 8.58.
Shanti Devi Vasudev Makara Women’s College
Senior Secondary, General Studies
2018 - 2020
Grade: 76.2
Completed Senior Secondary education with a focus on academic excellence, achieving a score of 76.2%. Developed foundational skills in various subjects.
Availability
Location
Authorized to work in
Job categories
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