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kathytran88/README.md

Hi there 👋

About Me

✨ Hi. I am an aspiring data scientist.

my_dict = {
    "name": "Kathy Tran",
    "Passion": "Data Science"
    "Linkedin": My Linkedin,
    "Project Portfolio": My Portfolio,
    "Hackathon Achievements": My Devpost
    "Contact": kathy.tran@nyu.edu
}

from kathy import projects

Data Science

🗂 Financial Analyzer: Link to Github
🗂 Bank Term Deposit Customer Analysis: Link to Github
🗂 News to stock analyzer NLP: Link to github
🗂 SmartCycle - Machine Learning Trash Classification: Link to Github
🗂 Facial Emotion Recognition with Pytorch: Link to Github

Web Development

🗂 StockMirror - Copy stock trades of top investors: Link to Github
🗂 ClimaCare: Real-time air quality notifier: Link to Github

from kathy import skills

📚 Data Science

  • Programming with Python, R, Javascript, Java
  • Data analysis with Pandas, Numpy, Matplotlib, Seaborn, Scipy, Statsmodels
  • Machine Learning with Python Scikit-learn, Speech and Image recognition with PyTorch
  • Database management:
    • PostgreSQL, MySQL, MongoDB (NoSQL)
    • Database design with entity-relationship (ERDs) & logical diagrams
    • Data normalization to reduce redundancy from 1NF to 3NF
    • Cloud storage: AWS EC2, Amazon RDS, Google Cloud, Microsoft Azure
  • BI tools: Tableau, Power BI
  • Product Design with Figma, Framer and Gimp; Web design with HTML/CSS
  • Clean and organize raw data using ETL (Extract, Transform, Load)
  • Microsoft Excel, PowerPoint, Word, Teams
  • Web scraping with Python BeautifulSoup

📚 Soft skills:

Problem-solving, communication, teamwork, creativity and innovation, presentations, market research, data-driven decision-making

Pinned Loading

  1. bank_term_deposit_analysis bank_term_deposit_analysis Public

    Determine factors that affect customers' decisions to subscribe to a bank term deposit by analyzing the results of phone calls to 4521 customers by a Portuguese bank.

    Jupyter Notebook

  2. StockMirror StockMirror Public

    Allow users to copy stock trades from top investors

    Jupyter Notebook 2

  3. SewonKim0/ClimaCare SewonKim0/ClimaCare Public

    HackRU 2024 - (Sewon, Alex, Kathy)

    JavaScript

  4. SnazzyBeatle115/Smartcycle SnazzyBeatle115/Smartcycle Public

    Winner of Best .tech domain at HackTCNJ

    Python

  5. churn_and_fraud churn_and_fraud Public

    Jupyter Notebook

  6. face_emotion_recognition face_emotion_recognition Public

    Jupyter Notebook