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sangeetha077/README.md

Hey there! I'm Sangeetha T πŸ‘©β€πŸ’»

Data Scientist | Python Programmer | SQL Explorer

Welcome to my GitHub! I'm a Data Scientist passionate about turning data into meaningful insights and real-world solutions.

πŸš€ Turning raw data into insights that matter.
🌱 Exploring ML, statistics, and automation to build impactful projects.


πŸ‘©β€πŸŽ“ Who Am I?

πŸŽ“ Computer Science Engineering Graduate from University College of Engineering, Nagercoil (2021–2025)
πŸ’‘ Passionate about using data to solve real-life challenges
🧠 Evolving through hands-on experience with statistics, EDA, and ML techniques ✨ Obsessed with clean code, visual clarity, and real-world value


🧠 What I Do

πŸ”¬ Analyze: Dig into datasets, clean them, uncover insights
πŸ“Š Visualize: Communicate stories using charts, graphs, and dashboards
πŸ€– Model: Build smart solutions using Python, ML, and statistical tools


πŸš€ Featured Projects

🧠 Brain Tumor Diagnosis

Repo: Brain_Tumor_Diagnosis

A machine learning model using SVM + GLCM + BAT Algorithm to detect brain tumors from MRI images
πŸ“ˆ Accuracy: 90%
πŸ› οΈ Tools: Python, NumPy, Pandas, Feature Engineering


πŸ“š Student Performance Analysis

Repo: Student_performance_Analysis

EDA + Statistical validation (T-Test & Chi-Square) of how demographics affect student exam results
πŸ“Š Tools: Python, Pandas, Seaborn, SQL, MySQL


πŸ’¬ QuoteScrape Insights

Repo: QuoteScrape_Insight

Scraped motivational quotes from the web, analyzed patterns and sentiment
πŸ”§ Tools: BeautifulSoup, SQL, Pandas, Visualization


πŸ› οΈ Tech Toolbox

Languages: Python, SQL
Libraries: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn
Statistical Tools: T-Test, Chi-Square, ANOVA, Correlation
Tools: Jupyter Notebook, VS Code, Excel, Power BI
Currently Exploring: Deep Learning | Power BI | Feature Engineering


πŸ“« Let's Connect!


πŸ’– Thanks for visiting my GitHub!

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  1. QuoteScrape_Insight QuoteScrape_Insight Public

    QuoteScrape Insights is a Python-based project that scrapes quotes, authors, and tags using BeautifulSoup and Requests. The scraped data is cleaned, organized, and analyzed using pandas and visuali…

    Jupyter Notebook

  2. Brain_Tumor_Diagnosis Brain_Tumor_Diagnosis Public

    Brain Tumor Diagnosis using MRI is a machine learning project that detects brain tumors from MRI scans. It involves preprocessing steps like normalization and Gaussian filtering, followed by featur…

    Python

  3. Student_performance_Analysis Student_performance_Analysis Public

    Analyse Student performance using data cleaning, statistical analysis, SQL insights, and visualizations.

    Jupyter Notebook