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nic-stack/README.md

Hi, I'm Nicolette 👋

Data Analyst with a data science edge. I turn raw data into business decisions with SQL, dashboards, data pipelines and, when a problem needs it, predictive modeling.

  • 🎓 M.S. in Data Analytics & Visualization, Yeshiva University (Katz School), graduating Dec 2026
  • 🎓 B.Sc. (Hons) in Data Science & Informatics, University of Zimbabwe
  • 💼 Experience across insurtech, energy and entrepreneurship
  • 🌐 Portfolio: nic-stack.github.io/NicoletteMtisi

🔭 Featured Projects

Project What it shows
Healthcare Claims Pipeline SQL + dbt star schema with 17 automated data quality tests, feeding a live Looker Studio report
Chronic Disease Analytics PostgreSQL OLTP → OLAP data warehouse, SQL ETL and analytical queries
US Flight Delays Dashboard Interactive Tableau analysis of delays and cancellations by cause, airline and airport
Power BI Dashboards Insurance profitability and Adventure Works sales dashboards (see my portfolio)
Data Science Portfolio (11 projects) End-to-end analysis and modeling: data cleaning, regression, classification, clustering, XGBoost, plus a capstone on household financial vulnerability
Predictive Maintenance Machine failure prediction with a stacking ensemble (98.5% accuracy)
Twitter Sentiment Analysis NLP on customer feedback (80% accuracy), later extended with DistilBERT

🛠️ Toolkit

Analytics & BI: SQL · Excel · Power BI (DAX) · Tableau · Looker Studio
Programming & analysis: Python · pandas · NumPy · Matplotlib · Seaborn · statistics
Data engineering: dbt · DuckDB · PostgreSQL · ETL / dimensional modeling
Machine learning: scikit-learn · XGBoost · statsmodels · TensorFlow/Keras · NLTK

📫 Connect

LinkedIn · Medium · Portfolio

Popular repositories Loading

  1. Twitter-Sentiment-Analysis Twitter-Sentiment-Analysis Public

    NLP classifier for airline tweet sentiment (positive/neutral/negative) using NLTK, TF-IDF, and Logistic Regression: 80% accuracy

    Jupyter Notebook 1

  2. predictive-maintenance predictive-maintenance Public

    Machine failure prediction on the AI4I 2020 dataset: 6 ML algorithms plus a stacking ensemble (98.5% accuracy, 0.88 failure precision)

    Jupyter Notebook

  3. USA-Flight-Delays-and-Cancellation-Analysis USA-Flight-Delays-and-Cancellation-Analysis Public

    Interactive Tableau dashboard analyzing U.S. flight delays and cancellations by cause, airline, airport, and season

  4. NicoletteMtisi NicoletteMtisi Public

    Personal portfolio website: data science, machine learning, and BI projects

    HTML

  5. Chronic-disease-analytics Chronic-disease-analytics Public

    PostgreSQL OLTP database and OLAP star-schema warehouse with SQL ETL for analyzing chronic disease trends

  6. DAV6150- DAV6150- Public

    Raw datasets for DAV 6150 coursework (see DAV6150-Data-Science-Portfolio for the projects)