Angela Charles

A third-year BSc. Computer Science student at the University of Nairobi, Kenya. Graduating in December 2024. Key interests are in Data science and Data Analytics.

TECHNICAL EXPERIENCE

Startup Profit prediction –   Developed in Python, a Linear Regression model, supervised learning algorithm that compares input (X) which are the expenses invested in a startup business and output (Y) variables (which is the possible) profit based on labeled data

University of Nairobi                                              21-Mar- 2022 – 25-Mar- 2022
1 week Data science Workshop/Hackathon

• Developed analysis on time series dataset using python for Data science programming, and presented the analysis to the faculty.

Third year computer science student  at UNIVERSITY OF NAIROBI seeking a Internship opportunity in data science/data analytics . August,2020  - August, 2024

RECENT PROJECTS                                       20-December-2022  –  20-January-2023

• Led a group of four in developing a Support Vector Classifier Model to predict a common disease based on the symptoms as the independent variables and diseases as the target variable. A dataset that comprised of 305 samples.     
   
• Worked on an individual class project to develop a linear regression model to predict a single profit of a startup business. The Trained model takes inputs from the user for all the expenses the user is possible to invest in the business, then the model is able to predict the possible profit the user is likely to get if such investment is made with some accuracy.