Nilufa Yeasmin
Data Scientist Ii @TD
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WORK HISTORY
Data Scientist Ii @TD
Toronto, ON, CA
EDUCATION
Stamford University Bangladesh
Bachelor's degree
Ryerson University
Master of Science (MSc)
ABOUT NILUFA YEASMIN
I\'m an experienced Data Scientist with MSc. in Data Science and Analytics. In my current data science role, I’m working on Building a Travel Recommendation System by using different recommendation models -2 collaborative techniques and 2 hybrid techniques. Previously, I’ve worked with Machine Learning, Deep Neural Networks, Neural Networks methods for the project Prediction Model of Chest Radiology Reports and Retail store Sales Forecasting. Prior to this, I’ve worked on pre-processing raw data which includes formatting and merging data from multiple sources, as well as understanding overall data quality. In my first data science position, I analyzed dashboard data; prepared reports and applied analytical approaches to solve critical business problems. Programming • Python Analysis (Numpy, Pandas) • Python Visualization (Matplotlib, Seaborn, Plotly) • Python Machine Learning / NLP (SciKit-Learn, Keras, TensorFlow, Fast.ai, NLTK) • Python Web Scraping (BeautifulSoup, urllib, requests) • R (Linear Regression, Correlation) • SQL • Hadoop ( Spark, Hive, MapReduce, Pig) • Git • HTML, CSS Web • Amazon Web Services (EC2, S3) • Google Cloud Platform Software & Tools: • Jupyter Notebook • My SQL, Oracle • Tableau • Java, Visual Studio GitHub Link: https://github.com/NilufaYeasmin
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