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ninhgiang225/README.md

Hi, I'm Giang (Gina) 👋

Typing SVG

Portfolio LinkedIn Email

🎓 About Me

gina = {
    "education":  "Colby College — B.A. CS & Economics (May 2026)",
    "gpa":        "3.95 / 4.0  |  Minor: Statistics",
    "location":   "Waterville, ME 🇺🇸  ↔  Vietnam 🇻🇳",
    "focus":      ["Machine Learning", "Data Analytics", "Modeling"],
    "status":     "Open to 2026 new-grad roles "
}

💻 Tech Stack

Languages & Data

Python SQL R NumPy Pandas OpenCV

ML & AI

PyTorch Keras scikit-learn XGBoost YOLOv8

Data Engineering & Cloud

MySQL PostgreSQL Snowflake AWS Spark

Visualization & BI

Tableau PowerBI Plotly Seaborn Streamlit

Web & Engineering

Flask JavaScript Git Heroku Pytest

🚀 Featured Projects

Project Description Stack
🔮 FutureProof Bankruptcy prediction on 7K+ companies · 99% F1 · Streamlit dashboard XGBoost SHAP Streamlit
🏙️ CityFlow AI Real-time pedestrian & vehicle tracking · 79% mAP@50 YOLOv8 DeepSORT OpenCV
🛍️ MuleMart Full-stack campus marketplace · semantic search · ~95% test coverage Flask PostgreSQL NLP
📅 Mulevents Campus event platform with QR attendance tracking Flask SQLite Heroku
📈 Stats-Calculator A user-friendly app for performing various statistical analyses Streamlit, SciPy, scikit-learn, Matplotlib, Plotly
🔍 Consumer Complaint Explorer Financial Complaint data ETL pipeline SQL, dbt, PowerBI, CI/CD

📊 GitHub Stats



"Turning data into decisions."

Popular repositories Loading

  1. mulevents mulevents Public

    Centralized campus event platform for Colby Residential Life with QR attendance tracking, CA dashboards, and Google Calendar integration.

    Python 2

  2. CityFlow-AI-Pedestrian-Vehicle-Movement-Analytics CityFlow-AI-Pedestrian-Vehicle-Movement-Analytics Public

    Real-time pedestrian & vehicle detection pipeline using YOLOv8 (79% mAP) + Deep SORT/BoT-SORT tracking with traffic flow analytics.

    Jupyter Notebook 1

  3. Future-Proof-Bankruptcy-Detection Future-Proof-Bankruptcy-Detection Public

    Predicts company bankruptcy risk using ML models (XGBoost, LightGBM) on 7K+ financial records. Features SHAP explainability and a live Streamlit dashboard.

    Jupyter Notebook 1

  4. PharmaGuard PharmaGuard Public

    Drug data ETL pipeline ingesting from OpenFDA, DailyMed & MedlinePlus into a unified MySQL schema with Spark-powered querying.

    Jupyter Notebook

  5. Predict-Adoption-via-GNN-on-Facebook-Data Predict-Adoption-via-GNN-on-Facebook-Data Public

    Forecasts technology adoption across 100K+ Facebook users using a 3-layer Graph Convolutional Network (~80% accuracy)

    Jupyter Notebook

  6. Group-Sprint-1-Bookazon Group-Sprint-1-Bookazon Public

    Forked from nalmadi/Group-Sprint-1-Bookazon

    An assignment for redesigning software and refactoring code smells. Part of Software Engineering class CS321, fall 2024.

    Java