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Nsucharitha/README.md

Hi, I'm Sucharitha Nadendla 👋

🎓 Computer Science graduate | 💻 Data Science & ML Enthusiast | 🌎 Open to opportunities

💡 About Me

I’m a data-driven problem solver passionate about leveraging machine learning, NLP, and cloud infrastructure to deliver real-world impact. Currently working at NCICS as a Research Intern, building scalable data pipelines and analyzing the intersection of climate and public health. I enjoy working at the intersection of engineering, data science, and societal impact.

📍 Based in Raleigh, NC
🎓 Master’s in Computer Science | NC State University
🌱 Currently diving deeper into GenAI, LLMs, and scalable ETL architectures

🛠️ Tech Stack

  • 💻 Languages: Python, SQL, JavaScript, R
  • 📦 ML Tools: Scikit-learn, Pandas, NumPy, Matplotlib, Seaborn
  • 📊 BI & Visualization: Power BI, Tableau, Excel
  • ☁️ Cloud & Infra: AWS (Lambda, S3), Git, GitHub, GitLab
  • 🗄️ Databases: PostgreSQL, MySQL, Redshift
  • 🔎 NLP & LLMs: Hugging Face, NLTK, BERT

🚧 Current Projects

  • 🌡️ Climate & Health Data Pipeline
    Automating an AWS-based ingestion and scaling pipeline for NOAA’s nClimGrid data and public health datasets. Enables scalable integration and pre-processing for time-series climate-health research.

  • 🧠 Zero-Shot NLP Crisis Classifier
    Using transformer-based zero-shot learning to detect topics and emotional cues in parent crisis hotline messages. Built with Hugging Face & BART-based classification.

  • 🏘️ Airbnb Price & Rating Predictor
    A predictive system using regression models to estimate Airbnb prices and ratings, factoring in geospatial metadata, room features, and neighborhood trends.

✅ Past Highlights

  • 🧠 BrainScan AI
    CNN-based classifier for brain tumor MRI images with 95%+ accuracy. Deployed real-time UI with Streamlit and Flask.

  • 📊 BigMart Sales Forecasting
    Built and tuned XGBoost & Lasso regression models. Achieved competitive performance with extensive feature engineering and EDA.

  • 🧪 ExperTiza Peer Review System
    Full-stack contributor to an education-focused platform using MongoDB, Node.js, and JWT auth. Built analytics dashboard for instructors.

📫 Contact Me

Let’s connect and build something meaningful together!

Pinned Loading

  1. Airbnb-Price-Rating-Prediction Airbnb-Price-Rating-Prediction Public

    Jupyter Notebook

  2. BigMart_Sales_Prediction BigMart_Sales_Prediction Public

    Jupyter Notebook

  3. Crop-Recommendation-System Crop-Recommendation-System Public

    Python

  4. hack-a-spot hack-a-spot Public

    Forked from dinesh-pasupuleti/hack-a-spot

    JavaScript

  5. LeetCode LeetCode Public

    Python

  6. Leveraging-Deep-Learning-for-Brain-Tumor-Detection-and-Classification Leveraging-Deep-Learning-for-Brain-Tumor-Detection-and-Classification Public

    Jupyter Notebook