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vmadagiri/README.md

Hi, I'm Vaishnavi 👋

🎓 Incoming M.S. Data Science student at Virginia Tech
🎓 B.S. Bioinformatics Computational Sciences graduate from Virginia Commonwealth University

I'm passionate about using data to solve real world problems through analytics, machine learning, and visualization. I enjoy building projects that transform raw data into meaningful insights, from exploratory analysis and predictive modeling to interactive dashboards.

🚀 Currently Working On

📊 End to end data analytics and machine learning projects

📈 Interactive dashboards using Python, SQL, and data visualization libraries

🧬 Healthcare and bioinformatics data analysis

☁️ Expanding my knowledge in AWS, data engineering, and production ready data science workflows

⭐ Featured Projects

🧬 RNAseq Gene Expression Analysis

Analyzed public gene expression datasets to identify differentially expressed genes through statistical analysis, visualization, and biological interpretation.

💳 Customer Spending Analytics Dashboard

Built an end to end analytics dashboard using Python and SQL to uncover customer purchasing patterns, business trends, and key performance metrics.

More projects are continuously being added as I explore new technologies and real world datasets.

💻 Tech Stack

Languages

Python • SQL • R • Java

Data Science

Pandas • NumPy • Scikit Learn • Matplotlib • Machine Learning • Statistical Analysis • Data Visualization • Exploratory Data Analysis

Databases

PostgreSQL • SQL Server

Tools

Git • GitHub • Jupyter Notebook • VS Code

Currently Learning

AWS • Data Engineering • ETL Pipelines • Advanced Machine Learning

🏆 Certifications

☁️ AWS Certified Cloud Practitioner

📊 IBM Data Science Professional Certificate

🐍 PCPP Certified Professional Python Programmer

📫 Connect With Me

LinkedIn: www.linkedin.com/in/vaishnavi-madagiri-b0a08b265

Email: Vaishnavi.madagiri@gmail.com

📊 GitHub Stats

Popular repositories Loading

  1. AssignmentRepoDemo AssignmentRepoDemo Public

    Forked from deHank/AssignmentRepoDemo

  2. BNFO420_Quarto BNFO420_Quarto Public

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  3. RNAseq-DCM-GeneExpression-Analysis RNAseq-DCM-GeneExpression-Analysis Public

    RNA-seq analysis of dilated cardiomyopathy vs control heart samples using GEO dataset GSE141910. Includes PCA, UMAP, volcano plot, and heatmap visualizations in R.

    JavaScript

  4. vmadagiri vmadagiri Public

  5. test-quarto test-quarto Public

    Python

  6. customer-spending-analytics-dashboard customer-spending-analytics-dashboard Public

    End-to-end retail analytics project using SQL, PostgreSQL, Python, Pandas, SQLAlchemy, and Streamlit to analyze 50,000+ customer transactions.

    Python