Hi, I'm Madi.

I’m an engineer turned data scientist and developer. I like building models, products, and tools that help others.

Profile

EXPERIENCE

Founding Data Scientist @

Perygee

Data Science Intern @

Tempo Automations

Process Engineering Intern/Co-op @

Qorvo

Web App developer @

Mid Central Energy

Bio-Electronic Researcher @

E-Bio-Electronics Lab

Undergraduate Research Assistant @

French Alternative Energies and Atomic Energy Commission

PROJECTS

Sentiment Analysis using NLP

I have enjoyed learning more about NLP and how it can be used and productized in the real world. I found a toy dataset of tweets about natrual disasters that was labeled. This dataset lends itself well to sentiment analysis, but also text clustering and topic modeling (LDA). I have been able to also explore a few NLP packages such as NLTK, gensim, and Hugging Face.

Cancer Cell Sample Visualization using T-SNE

I wanted to explore the mechanics behind the dimentionality reduction tool “t-SNE”. To demonstrate through a real-life example, I used the NKI Breast Cancer dataset which contains 273 samples of over 1000 gene attributes. I was able to use t-SNE to plot these samples in 2D.

Sports Scores Twitter Bot

I enjoy following the English Premier League, but I found it hard to keep up with all the games. I created a simple feed that shows the scores from the weekend, ordering the suprising results first. Now, I'm working to make this data public in a twitter API.

Lots more to come! Till then, connect with me through my other links:

LinkedInGitHubEmail