Jenny Lee is a MLOps Engineer @ Ciena at Ciena.
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Mlops EngineerCiena Jul 2024 - PresentOttawa, Ontario, Canada -
Graduate Teaching AssistantThe University Of British Columbia Sep 2023 - Jun 2024Vancouver, 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. -
Data And Reporting AnalystThe University Of British Columbia Sep 2023 - Jun 2024Vancouver, 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.
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Data ScientistCybera Inc Sep 2022 - Mar 2024Calgary, 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. -
Data Science InternCybera Inc May 2022 - Aug 2022Calgary, Alberta, Canada
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Research AssistantUniversity Of Calgary May 2021 - Sep 2023Calgary, 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. -
Data ScientistTeck Resources Limited Jan 2023 - Aug 2023Vancouver, 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. -
Data AnalystThe University Of British Columbia Sep 2022 - Apr 2023Vancouver, 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.
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Big Data Analytics, Modelling And Machine Learning EngineerCiena Sep 2022 - Dec 2022Ottawa, 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.
Jenny Lee Education Details
Frequently Asked Questions about Jenny Lee
What company does Jenny Lee work for?
Jenny Lee works for Ciena
What is Jenny Lee's role at the current company?
Jenny Lee's current role is MLOps Engineer @ Ciena.
What schools did Jenny Lee attend?
Jenny Lee attended The University Of British Columbia, The University Of British Columbia, Western University.
Who are Jenny Lee's colleagues?
Jenny Lee's colleagues are Debasis Mohanty, Simon-David Durand, Mikhail Baiganov, Alan Johnstone, Gursimran Singh, Divya Bhatia, Vivek Kumar.
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