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KavyaMgn/README.md

👋 Hi, I'm Kavya

I work with Data Analytics & Machine Learning to turn raw data into real insights.
My background is in Product Analytics (B2B & SaaS), now exploring FinTech and AI applications.

🛠️ Skills

Data & Programming
Python SQL

Machine Learning & AI
Scikit-learn TensorFlow PyTorch NLP Computer Vision

Visualization & BI
Tableau Power BI Streamlit

Product & Strategy
Data-driven decision making • Experimentation • Business Analytics

📌 Open to Data/ML roles in FinTech & Product Analytics

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  1. Yelp-Reviews-Analytics Yelp-Reviews-Analytics Public

    End-to-end Yelp reviews analysis using traditional ML, RNNs, topic modeling, and transformers — showcasing the evolution of NLP approaches.

    Jupyter Notebook

  2. Retail-Store-Risk-Analysis Retail-Store-Risk-Analysis Public

    Review-based ML & NLP models to predict Walmart and Target store closure risks. Combines EDA, sentiment analysis, Random Forest classification, and BERT topic modeling to deliver $1B+ potential bus…

    Jupyter Notebook

  3. License-Plate-Detection-ASU License-Plate-Detection-ASU Public

    Computer vision project using YOLOv8 + OCR to automate license plate detection for parking enforcement.