Data Science Student at UIUC

Anvith Mulpuri

469-***-**** ********@********.*** Champaign, IL

SUMMARY

Diligent student currently pursuing a B.S. in Information Sciences + Data Science with a double minor in Computer Science and Statistics, looking for practical experience and the opportunity to learn from experienced professionals. Detail-oriented and industrious team player with strong organizational and problem-solving abilities. Passion lies at the intersection of technology and business, where I aim to contribute to the fields of business analytics, business intelligence, data science, and machine learning. EDUCATION

The University of Illinois at Urbana Champaign, Champaign, IL Aug 2024 - May 2028 Bachelor of Science, Information Sciences + Data Science. Institutional GPA: 3.9

• Relevant Coursework: Data Science Discovery, Data Science Exploration, Introduction to Computer Science I, Introduction to Computer Science II, Concepts of Machine Learning

• Clubs/Activities: Illinois Data Science Club, Illinois Sports Analytics Society, Intramural Flag Football

• Dean’s List (Fall 2024)

SKILLS

• Languages: Python (Matplotlib, Pandas, SciPy, Numpy, Seaborn, scikit-learn, sklearn), Java, C++

• Technical Skills: Data Analytics/Science, Machine Learning, Visual Studio Code, Git, GitHub, Docker, MS Office (Word, Excel, PowerPoint), Google Workspace (Docs, Sheets, Slides)

• Certifications: Data Science DISCOVERY (Issued Jan 2025) EXPERIENCE

Brand Ambassador @ American Eagle, Grapevine, TX Jun 2025 - Present

• Analyzed customer behavior and purchasing patterns on the floor to inform product recommendations and enhance customer experience.

• Communicated customer insights and inventory observations to management, contributing to data-informed operational decisions.

Part Time Tutor @ The Tutoring Center, Flower Mound, TX Aug 2023 - July 2024

• Tutored students seeking to master or develop their academic skills in writing, reading, and math.

• Nurtured a positive learning environment to build student confidence, discipline and problem-solving skills.

• Reinforced the fundamentals and passion for learning in one-to-one coaching to help students as evidenced by improved grades, increased reading levels, and overall academic advancement. Sports Commentator @ Flower Mound Sports Network, Flower Mound, TX Nov 2021 - Feb 2024

• Provided real-time analysis during live Flower Mound High School Varsity basketball broadcasts, highlighting key moments and game dynamics.

• Analyzed and interpreted game statistics to identify trends and support commentary with metrics like shooting percentages and box plus/minus.

• Conducted pre- and post-game analysis, offering comprehensive summaries to maintain an engaged audience. PROJECTS

Predicting Airline Customer Loyalty using Classification Models Apr 2025 - May 2025

• Developed predictive models (Logistic Regression, Lasso, Ridge, ElasticNet) to classify airline customers as loyal or disloyal using features like flight class, distance, and in-flight services.

• Conducted exploratory data analysis and implemented feature scaling and cross-validation to enhance model performance and reduce overfitting.

• Interpreted model outputs to provide actionable insights into customer behavior, aiding airline marketing and loyalty strategy optimization.

Data-Driven Hoops: Analyzing NBA Player Performance with Machine Learning Nov 2024 - Dec 2024

• Created a linear regression model to predict player season performance statistics, showcasing the practical application of machine learning to real-world sports data analytics.

• Conducted exploratory data analysis (EDA) on the 2022-2023 NBA player season statistics using Python and pandas, examining dataset structure, attributes, and sampling player performance data.

• Developed visualizations to highlight player statistics and correlations, effectively communicating findings.

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