Data Scientist Resume Example

I have 2+ years of experience in Data Science.

I work for a software company in their Research and Development department, and my job entails working on a product from ideation to a MVP. This is a very full stack role, in which I need to pitch an idea to a VC team, get customer validation, and then build out the product

In this role I need to put on the hats of a Product Manager, Data Engineer, Software Engineer, and Data Scientist.

As a hobby I love to write blog posts on some of my personal projects, sharing my insights with the data science and analytics community

NLP Project

• Built a Machine Learning model that classifies Twitter tweets as a 'Disaster' event or a 'Non-Disaster Event'
• Tasks included: Tokenizing text, Vectorizing text, Feature Engineering, Lemmatization/Stemming, Exploratory Data Analysis, trained and tested using multiple Classification algorithms, evaluated model performance
• Model classified 83% of the data accurately

Image Segmentation and Classification

• Created a web application that reads a brain scan and determines if a tumor exists in the brain or not and then highlights the region in the brain where the tumor exists
• Model was able to classify with over 90% accuracy
• Used Transfer Learning to build the model.

Data Analytics

• Analyzed the pricing and availability of Airbnb units in Boston, MA
• Generated a Tableau dashboard that displays key metrics that shows best times to rent units.
• Shows supply and demand of units at each month and anywhere between a 12- 23% decrease in price during months of less demand