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1. plant_phenotyping_model plant_phenotyping_model Public

   Using AI and computer vision, my dissertation examines plant phenotyping in vertical farms for sustainability and efficiency, comparing manual and computer-based methods.

   Jupyter Notebook 1

2. lastfm_music_recommender lastfm_music_recommender Public

   This projects aims to demonstrate an MLOps level-2 systems using Kubeflow and Vertex AI. The model is a content-based recommendation system that recommends similar tracks based the artist, song tag…

   Jupyter Notebook

3. Ninja_Frog_2D Ninja_Frog_2D Public

   A fun simple 2D Game built in Unity

   C#

4. us_public_library_survey us_public_library_survey Public

   The database is created to analyze library survey trend over 6 years in the United States.

5. transloc_api_gcp_pipeline transloc_api_gcp_pipeline Public

   Stream data directly from an API using Apache Beam to BigQuery.

   Python 1

6. employee_scheduler employee_scheduler Public

   The nurse scheduling problem involves creating a work schedule for a group of nurses over a specified period, subject to various constraints. This project was completed in two parts, with the secon…

   Jupyter Notebook