Portfolio A selection of cool stuff I've worked on.

Featured

Finding donors

Summarizing the Law

A statistical and textual analysis on the Nigerian constitution .

Notebook
Python, NLP, Word2vec
Walkability map

Speech Analysis

Statistical and acoustic analysis, including visualizations, for the samples from 10 classes of english speakers from the speech accent archive.

Project for The Art and Data Science fellowship.

Github Repo Notebook
Python, Plotly, Librosa
Market segments

Creating Customer Segments

Analyzing customer spending data using Unsupervised Learning techniques for discovering internal structure, patterns and knowledge.

Notebook
Python, Scikit-learn, PCA, Clustering
information retrieval

Cross Language Information Retrieval

Cross language information retrieval system (CLIR) which, given a query in German, searches text documents written in English using Natural Language Processing.

Notebook
Python, NLP, Machine Translation
digits

Sentiment Analyis on Movie Reviews

Designing and implementing deep learning models to predict the sentiment of a phrase from the Rotten Tomatoes movie review dataset.

Notebook
Python, CNN, LSTM, GRU