Projects
-BCX Opportunity Wins vs. Losses Dashboard
We created a dashboard showcasing the sales Opportunity Wins vs. Losses from BCX's Salesforce data for the Marketing department. (Power BI, Excel, Salesforce)
-Spain Electricity Shortfall (Explore AI)
The project aims to model the daily energy shortfall in Spain, which represents the gap between energy generated from fossil fuels and various renewable sources. The model will consider weather features like wind speed, humidity, and more to understand and predict the factors that influence the gap. (Regression, Machine Learning, Python)
-Twitter Sentiment Analysis (Explore AI)
A Machine Learning model that is able to classify whether or not a person believes in climate change, based on their novel tweet data. (Classification, Machine Learning, Python)
-South African Language Identification Hackathon 2023 (Explore AI)
In this challenge, you will take text which is in any of South Africa's 11 Official languages and identify which language the text is in. This is an example of NLP's Language Identification, the task of determining the natural language that a piece of text is written in. (Classification, NLP, Python)
-Movie Recommendation System (Explore AI)
A recommendation algorithm based on content or collaborative filtering, capable of accurately predicting how a user will rate a movie they have not yet viewed based on their historical preferences. (Unsupervised learning)
Find all Data Science projects with more detail on my Data Science portfolio website : https://www.datascienceportfol.io/olwethumagadla