Project 1: Data Analyst Salary Estimator

This project is about a tool i created which can be used to estimate data analyst salaries. The tool can be used by data analysts to negotiate their income when they get new jobs. The tool features the expected data analyst skills and show how companies value them for a certain income. I used Python, Tableau, AWS, Spark, R, SQL and as common skills expected by most companies. Made use of Random Forest, Lasso and Linear Regressors using GridsearchCV to get the best model for the tool. Finally, i built a client facing API using Flask

March 10, 2022

Project 2: Cyclistic Bike share Analysis

Made recommendations on How can Cyclistic company convert casual riders/users to annual riders/members?. I defined the problem and developed a business task based on the company’s problem statement. I defined the problem and developed a business task based on the company’s problem statement. Realised that casual users have most rides during weekends where tourism promotions are. Noticed that member/annual users have been taking more rides than casual members

March 27, 2022

Project 3: Revenue and Profit Analysis

I created a revenue and profit analysis dashboard for Rickaby Hardware which can be used by Dumisani the overall manager for Rickaby Hardware to check why sells have been declining in all regions. To be able to come up with the dashboards, i created a revenue breackdown by years and months, revenue breakdown by markets(cities), shown top 5 customers by revenue and sales quantity and top 5 products by revenue number.

March 10, 2022

Project 4: The use of AI & ML: DoorDash Food Delivery

In this project i discussed the use of ML/AI at DoorDash to power its on-demand food delivery logistics.