π Postgraduate in Statistics with Data Science
π» Passionate about Machine Learning | Data Analysis | Statistical Modeling
- π Skilled in Python, SQL, Machine Learning, Deep Learning, NLP
- π Done projects in statistical modeling, time series forecasting, spatio-temporal analysis
- βοΈ Exploring Google Cloud Data Analytics Certification
- π― Problem solver with strong analytical and research skills
- Programming: Python, R, SQL
- Libraries & Frameworks: pandas, numpy, matplotlib, scikit-learn, Prophet
- Visualization: Power BI, Plotly, Matplotlib
- Machine Learning: Classification, Regression, Forecasting, NLP
- Other Tools: GitHub, Google Sheets, Excel (Basics)
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π΄ Spatio-Temporal Crime Hotspot Identification and Prediction Detecting and forecasting crime hotspots using Getis-Ord Gi statistics & Prophet model with interactive Plotly visualizations.*
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π° Fake News Detection Built a machine learning system using TF-IDF and Logistic Regression to classify fake vs real news.
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π₯ Healthcare Data Analysis (USA Hospitals) Analyzed hospital performance and patient feedback to derive insights on quality, satisfaction, and accessibility.
- π LinkedIn
- π§ Email: vidyaspillai18@gmail.com
βοΈ From Vidya S