Aditya Sharma Email & Phone Number

• Developed a machine-learning model using gradient boosting regression to estimate house prices for real-estate• Conducted customer segmentation on an e-commerce customer behavior dataset using K-means clustering and silhouette scores to create actionable insights for marketing strategies• Built a credit card fraud detection system with ensemble learning and used SMOTE oversampling to address class imbalance and improve model performance

Highland Hills, Ohio, United States

• Developed a text analysis tool for the Data Analyst team using Visual Basic for Applications (VBA) and Excel• Impacted 150+ weekly reports using VBA file selection prompts and collection objects to perform lexical frequency distribution and pattern recognition with strings

New Delhi, Delhi, India

• Mapped the presence of 100+ businesses in Nepal’s Corporate Social Responsibility sector by employing techniques like sentiment analysis, network analysis, and econometric modeling to find 15 high-impact partnerships• Formulated funding strategies for Nepal’s development with regression and cluster analysis to optimize resource allocation across 10 regional projects

Cleveland, Ohio, United States

• Led a team of 10+ undergraduate students in data analysis using pivot tables, conditional formatting, and Microsoft Excel automation to clean and model large datasets• Improved the accuracy of statistical regressions on heartbeat patterns by applying linear regression and time-series analysis to complete a peer-reviewed academic research paper

Bachelors, Information Science + Data Science

Activities and societies: Project: Code • Illinois Data Science Club • Association for Computing Machinery (SIGAIDA)

Education record

Activities and Societies: Policy Debate (Speech & Debate): Policy Debate Captain, 4x State Qualifier, led academic research on an 8-member.

College Credit Plus

MTH 281: Multivariable Calculus MTH 286: Differential Equations

College Credit Plus