Over the last 2 months, my team and I created a web app that shows how much Carbon Dioxide their next vehicle would emit along with the five-year cost to own.

Over the last two months, I have been working on a cross-functional team consisting of Web Developers, Data Scientists, Data Engineers, Stakeholders, and a Team Lead. Our team had no prior context to what we were building, and the project was a greenfield(developed from scratch). This gauntlet is called Labs... [Read More]

🔎 Exploring Black Box Classification Models Using Shapley and the Confusion Matrix

Use my dashboard to make real time predictions.

🔮Try making your own predictions using the dashboard here! One of the trade-offs that come with using black-box models includes losing model interpretability. Fortunately, with the help of the confusion matrix and Shapley’s summary plots, there are ways of interpreting these complicated models. [Read More]

🧑🏼‍🔬 Word Clouds using SpaCy on 2,700 Skincare Reviews

With the help of Selenium and BeautifulSoup I'm able to create some word clouds.

Have you ever found yourself reading reviews on a product that you’re interested in trying? It can be time-consuming when there are thousands of reviews to read. The natural order of things is to go by the average user rating. Even going by average review rating is hard because all... [Read More]