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aksharabharath/README.md

Hi, I'm Akshara! 👋

Aspiring Data Scientist | Specializing in Computational Astrophysics & Geospatial Remote Sensing

Welcome to my research portfolio! I am a sophomore at American High School dedicated to mastering the mathematical and programming fundamentals of data science.

What I'm Up To

  • I’m currently working on Building a foundational Python machine learning portfolio from scratch, starting with my exoplanet-density-predictor and satellite-pixel-classifier repositories.
  • I’m currently learning Core computer science syntax (loops, boolean logic gates, string filtering) through the Foothill-De Anza College District, alongside advanced data table manipulation using NumPy and Pandas.
  • I’m looking to collaborate on Sharing open-source scripts and data-parsing tools with fellow student researchers and Science Olympiad competitors.
  • I’m looking for help with Mastering matrix transformations and data-cleaning edge cases as I scale up my machine learning models.

My Data Science Stack

Category Tools & Libraries
Languages Python (Vanilla, Math, Sys)
Data Analytics Pandas, NumPy, SciPy
Machine Learning Scikit-Learn (Linear Regression, KNN, Decision Trees)
Visualization Matplotlib, Seaborn

Let's Connect!

I am actively looking to connect with mentors, researchers, and peers who share a passion for space data and machine learning.

LinkedIn: Connect with me on LinkedIn — Let's discuss data science, space exploration, or share research insights!

Popular repositories Loading

  1. womens-50free-varsity-cutoff-analysis womens-50free-varsity-cutoff-analysis Public

    Analyzing varsity cutoff trends for the 50-yard freestyle in high school girls’ swimming using real performance data. Includes statistical insights, time ranges, and data visuals.

    Python

  2. exoplanet-classification-ml exoplanet-classification-ml Public

    Scientific machine learning study investigating whether host-star properties can predict gas-giant classification in observed exoplanets, with interpretability, uncertainty, and robustness analysis.

    Jupyter Notebook

  3. aksharabharath aksharabharath Public

  4. satellite-landcover-knn satellite-landcover-knn Public

    Machine learning project using K-Nearest Neighbors (KNN) to classify EuroSAT satellite images into Forest, River, and Residential land cover classes.

    Jupyter Notebook

  5. science-olympiad-jr-explorer science-olympiad-jr-explorer Public

    An AI-powered adaptive learning platform that teaches elementary Science Olympiad through personalized tutoring, adaptive practice, and visual learning.

  6. vapi-appointment-reminders vapi-appointment-reminders Public

    Python