1. Food Recommendation App (Capstone Project)
University of Technology Sydney (UTS) | March 2024 – May 2024
● Devised a personalized food recommendation app with machine learning algorithms.
● Utilized Python and scikit-learn for data analysis and recommendation models, achieving high user satisfaction rates.
2. Building ELT Data Pipelines
University of Technology Sydney (UTS) | October 2023 – November 2023
● Created and managed data pipelines using Apache Airflow to ensure efficient data processing and transformation.
● Performed data cleaning, transformation, and storage in data warehouses for analytics purposes.
3. Big Data Processing with Databricks
University of Technology Sydney (UTS) | September 2023 – October 2023
● Examined a large dataset and trained a regression model leveraging Databricks and Spark.
● Processed and transformed data to gain insights and build predictive models.
4. Data Lakehouse Analysis with Snowflake
University of Technology Sydney (UTS) | August 2023 – September 2023
● Assessed and visualized datasets using Snowflake, SQL, and cloud platforms (Azure) to perform data ingestion and transformation.
5. Applied Natural Language Processing (ANLP) Project
University of Technology Sydney (UTS) | April 2023 – May 2023
● Devised an end-to-end NLP project involving data acquisition, model training, and evaluation.
● Collaborated with a team to create an NLP pipeline using machine learning and deep learning techniques with tools such as Python, NLTK, and TensorFlow.