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glennl

glennlum

Welcome to my portfolio, showcasing my work in data science and machine learning. Here, you'll find a collection of projects that demonstrate my skills and passion for transforming data into actionable insights and innovative solutions.

avatar

glennl

glennlum

Welcome to my portfolio, showcasing my work in data science and machine learning. Here, you'll find a collection of projects that demonstrate my skills and passion for transforming data into actionable insights and innovative solutions.

Enhancing Productivity through Automated Browser Testing with Selenium WebDriver.

git

python-for-data-analysis

Updated 5 days ago

Effective Data Analysis Using NumPy and Pandas: A Python Reference Guide

git

Accelerating Data Visualization with Python: Utilizing Matplotlib, Seaborn, Plotly, and Dash

git

Predicting Customer Conversions from Leads Using Logistic Regression and Decision Trees.

git

Automated Football Score Tracking: Using Selenium and Python Web Scraping to Identify Top Performing Teams.

git

Utilizing Natural Language Processing to Analyze Sentiment Trends in Airline Customer Tweets.

git

xetra-ETL-pipeline

Updated 2 weeks ago

🚧 (WIP) Developing a Production-Ready ETL Pipeline for Aggregating Daily Trading Data: Implementing Best Practices in Python and Data Engineering.

git

Designing a Deep Learning Model for Automated Recognition of Street View House Numbers.

git

Accelerating Plant Seedling Identification and Classification Using Convolutional Neural Networks

git

Utilizing Cluster Analysis on Stock Market Data to Strategically Create Diversified Investment Portfolios for Clients

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Utilizing Ensemble Techniques to Classify US Visa Applicants: Analyzing Visa Approvals and Identifying the Key Factors Influencing Case Status Outcomes

git

Developing and Optimizing Classification Models to Predict Wind Turbine Generator Failures and Minimize Maintenance Costs

git

re-cell-linear-regression

Updated 2 weeks ago

Developing a Linear Regression Model to Forecast Used Phone/Tablet Prices and Analyze Influential Factors

git

Exploring Uber Pickup Trends in New York City (2015): Strategies to Capitalise on Demand Fluctuations

git

e-news-statistical-analysis

Updated 2 weeks ago

Analyzing an A/B test by a news site to assess if a new landing page increased customer conversion rates

git

dagshub-experiment-tracking

Updated 2 weeks ago

Leveraging DagsHub to Optimize a Machine Learning Model Training Pipeline with Experiment Tracking

scikit-learn dvc git