Shruti Umredkar

I'm building practical data science projects with Python, machine learning, NLP, and data visualization.

I developed a Resume Screening Tool using Python and Streamlit to automate candidate evaluation. It uses NLP-based matching for skills, education, experience, and job relevance, with weighted candidate scoring and an interactive dashboard.

For a customer churn prediction project, I analyzed 7,043 customer records using Pandas, NumPy, Scikit-learn, and Power BI. I cleaned and preprocessed data, performed exploratory and statistical analysis, built a classification model, and visualized churn trends and business insights.

During my remote Python development internship at Arcane Path Tech Solutions, I built a quiz game, palindrome checker, and to-do list application. I'm seeking an entry-level role where I can solve real-world problems and continue learning.