Aruna Murugesan

Aruna Murugesan

Machine Learning Intern

Followers of Aruna Murugesan656 followers
location of Aruna MurugesanRichardson, Texas, United States

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  • Timeline

  • About me

    A Passionate Software Engineer

  • Education

    • Anna University

      2017 - 2021
      Bachelor of Technology - BTech Information Technology
    • Wichita State University

      2021 - 2023
      Master of Science - MS Computer Science
  • Experience

    • Uniq Technologies

      May 2020 - Jul 2020
      Machine Learning Intern

      • Analyzed missing values, outliers, and feature relationships to inform data cleaning and preprocessing strategies.• Conducted exploratory data analysis (EDA) to uncover insights and patterns within the data.• Implemented AI algorithms for various tasks, including classification, regression, clustering, and recommendation systems.• Used principal component analysis (PCA) to reduce dimensionality and improve model efficiency.

    • KaaShiv InfoTech

      Mar 2021 - Jun 2021
      AI Intern

      • Utilized tools such as Pandas, NumPy, and Matplotlib for data manipulation and visualization.• Documented processes, models, datasets, and experimental results for technical reports and internal use.• Stayed updated on AI/ML advancements, participating in research and internal knowledge-sharing sessions.• Contributed to the optimization and fine-tuning of machine learning models, improving speed and performance.• Implemented machine learning and deep learning models under the guidance of senior developers, experimenting with algorithms. Show less

    • V3 Tech Solutions

      Aug 2023 - now
      Junior AI Engineer

      • Assisted in data preprocessing tasks, including data collection, cleaning, and feature engineering for machine learning models.• Evaluated model performance using metrics like accuracy, precision, recall, and F1-score to ensure optimal outcomes.• Wrote efficient, maintainable code for AI models and data pipelines using libraries such as TensorFlow, PyTorch, and Scikit-learn.• Collaborated with cross-functional teams to understand business requirements and integrate AI solutions into production environment.• Debugged and troubleshot AI models and data pipelines to resolve performance issues and model inaccuracies. Show less

    • PORTER LEE CORPORATION

      Apr 2024 - Aug 2024
      Software Engineer Intern

      • Developed RESTful APIs for integrating machine learning models with web-based applications.• Developed endpoints for model inference, enabling seamless communication between front-end interfaces and AI models.• Improved data security with JWT-based authentication and authorization protocols. • Increased performance by 20% through SQL query optimization and caching. • Facilitated seamless integration and understanding for developers by creating detailed API documentation using Swagger. Show less

  • Licenses & Certifications