Diya Mathur

Experience

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  Zeetron Networks Pvt. Ltd. India

  Jun 2023 - Jul 2023

  Summer Intern

  1. Leveraged Python libraries including Pandas and NumPy for efficient data extraction and manipulation from diverse data sources such as CSV files, and SQL databases.2. Implemented advanced data preprocessing techniques, including handling missing data through imputation, outlier detection and removal, and resolving inconsistencies using programmatic validation.3. Optimized data quality by performing rigorous data validation and normalization to ensure integrity and consistency across large-scale datasets. Show less

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  BlueberryCapital

  May 2024 - Jul 2024

  Machine Learning Intern

  1. Developed predictive models using KNN and XG-Boost models to analyze historical data and forecast future trends.2. Performed data cleaning, preprocessing, and feature engineering to enhance model accuracy.3. Implemented techniques to reduce overfitting, leading to improved model performance.4. Conducted backtesting to validate model predictions and ensure reliability.