Jenny Lee Email & Phone Number

Ottawa, Ontario, Canada

Vancouver, British Columbia, Canada

📁 Tools Used: R, Python, GitHub, Jupyter Notebook, Linux📌 Member of the teaching team for Elementary Statistics for Applications and Introduction to Data Science at UBC. Assisted in delivering lecture topics to students including statistical models and advanced machine learning models.

Vancouver, British Columbia, Canada

📁 Tools Used: Python, SQL, GitHub, Docker📌 Developed an efficient ETL pipeline to extract procurement data from a PostgreSQL server for UBC Food Services, applying rigorous data wrangling techniques to ensure the data was transformed into a usable format. Leveraged advanced regression methodologies to evaluate the current trajectory towards achieving the milestones set forth in the Climate Action Plan 2030.

Calgary, Alberta, Canada

📁 Tools Used: Python, R, Pandas, Numpy, Matplotlib, Seaborn, Plotly Dash📌 Analyzed, wrangled, and visualized data sourced from an open-source database on trending topics. Gained exposure to various Python and R packages for visualization, including Matplotlib, Seaborn, Plotly, Plotly Dash, and Ggplot.

Calgary, Alberta, Canada

Calgary, Alberta, Canada

📁 Tools Used: R, Python, Dynamic programming 📌 Utilized a series of machine learning algorithms to engineer a comprehensive statistical model. This encompassed the application of LASSO regression for feature selection, correlational analysis to uncover relationships, co-differential analysis for nuanced insights, and pathway enrichment via Over Representation Analysis, culminating in a robust analytical framework.

Vancouver, British Columbia, Canada

📁 Tools Used: Python, SQL, Git, GitHub, Databricks, AWS Services, Microsoft Azure📌 Retrieved raw data from AWS using Apache Spark clusters. Developed statistical solutions to address machine learning model performance degradation resulting from data drift. Automated the of re-scaling pipeline to adjust incoming data values upon detecting data drift. Worked with HuggingFace BERT transformers for developing a recommendation system.

Vancouver, British Columbia, Canada

📁 Tools Used: Python, R, Git, GitHub, Plotly Dash📌 Engineered an automated workflow to evaluate the overall impact of newly added food items to the UBC Food Services database. Calculated a threshold value for 3 levels of categories (green, yellow, red) based on previous expenditure from 2004 to 2019. Developed a web-based Plotly Dash web applications with complete interactive features.

Ottawa, Ontario, Canada

📁 Tools Used: Python, PostgreSQL, Bitbucket, NetworkX, PyTorch, Tensorflow📌 Enhanced an outdated artificial neural network model through real-time data analysis. Conducted comprehensive testing using six different hyperparameter optimizations and generated a detailed report comparing the performance of each approach.

Master Of Data Science, 4.0

Statistics, 3.7

Bachelor Of Science - Bs, Honors Specialization In Neuroscience, 3.7