Sm3ni is an Optical Musical Recognition project written in python that converts music sheets images to a text file representing the musical notes then to a .wav audio file that represents the music sheet .

The ancient Greek Olympics had events for both chariot and mounted horse racing. Since the ancient sport was conceived not much has changed but how bets are placed. Using today's machine learning, our team, bet on us, will be using from models from the skilearn library to determine what are the best features and horses to bet on.

Cleaned and analyzed Uber request data by handling nulls, extracting features like request hour, weekday, and trip duration. Visualized demand patterns, driver availability, and cancellation rates. Applied KMeans (k=5) to cluster NYC pickup points into 5 regions, revealing key spatial and temporal insights.

CRISP-DM pipeline, data wrangling, data modeling, software development, web development/data visualization, data pipeline.

End-to-end retail sales data analysis with machine learning model to predict item sales and extract key business insights.