Hi there! I'm Jade, a Data Scientist with expertise in machine learning, dashboard development, and text and image processing.
- Proficiently query large volumes of data with SQL.
- Craft ML and DL models using scikit-learn, TensorFlow, and Keras.
- Create dynamic dashboards with Dash and Streamlit.
- Perform precise web scraping using Selenium.
- Deploy encapsulated applications using Docker.
Explore some of my latest projects:
- π² Real-time Bixi Bikes Monitoring Dashboard: Implemented with Airflow, Docker, PostgreSQL
βοΈ Airbnb listings Price estimation and Webscraping: Implemented with Selenium, Scikit-learn, Streamlit- π Real Estate Market Analysis: Implemented with Pyspark
- Languages: Python, SQL, R, Spark
- Databases: PostgreSQL, MySQL, Google BigQuery
- Tools : Docker, Airflow, Hadoop
- Visualization: Tableau, Looker, Dataiku
- Cloud Platform: Google Cloud Platform (GCP) - Google Cloud Certified
- Agile Project Management : Notion, Jira