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Kodamanchili N. from India

Kodamanchili N.

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About

Aditya K., based in Hyderabad, India, is a B.Tech (CSE) graduate from Vel Tech University, actively seeking an entry-level role in Data Analysis or Machine Learning. With significant hands-on experience gained through academic initiatives and AICTE-AWS virtual internships, he has honed his skills in Python for data manipulation and SQL for database management. Aditya excels in Machine Learning, particularly in model building and evaluation, showcasing his ability in predictive analytics through projects like Heart Disease Prediction using a Modified Random Forest Classifier, where he achieved up to 90% accuracy. Further, his expertise in data visualization is evident from his work in hotel management data analysis using Power BI and Tableau, where he developed dashboards to provide business insights. Aditya is also well-versed in AWS cloud fundamentals, making him a well-rounded candidate for tech-driven environments.

Experience

  • Project Participant

    Heart Disease Prediction Project · 2025 — 2025
    Executed data cleaning and preprocessing on a dataset related to heart disease, addressing missing values and outliers. Conducted feature engineering and exploratory data analysis (EDA) to identify significant predictive variables. Trained multiple machine learning models, assessing their performance through k-fold cross-validation.
  • Cloud Intern

    AICTE & AWS Academy · 2024 — 2024
    Engaged in a virtual internship emphasizing cloud fundamentals and practical applications.
  • Data Analyst Intern

    AICTE & AWS Academy · 2023 — 2023
    Completed a virtual internship focused on artificial intelligence and machine learning concepts.
  • Project Participant

    Hotel Management Data Analysis
    Analyzed sample data from hotel management to identify booking and occupancy patterns. Developed interactive worksheets and filters in Tableau Desktop for enhanced data exploration. Created a dashboard that converts raw data into actionable insights, subsequently published to Tableau Public for stakeholder access.

Skills & Expertise

Education

  • B.Tech, Computer Science Engineering
    Vel Tech University · 2021 — 2025

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