Makgogo Mphela
About Candidate
Data Science and Machine Learning enthusiast with a strong foundation in statistical
analysis, machine learning, and data processing. Eager to apply my budding knowledge in real-world
datasets, extract meaningful insights, and contribute to data-driven decision-making. Passionate
about continuous learning and staying updated with the latest trends and technologies in the field
of data science. Seeking a junior role as a Data Scientist, Data Engineer, or Machine Learning
Engineer to further develop my skills and contribute to innovative projects in a dynamic and
collaborative environment.
Education
BSs in computer science with majors Mathematical Statistics and Applied Mathematics
Work & Experience
• Exploratory data analysis tasks, including data collection, preparation, analysis, visualization, and machine learning. Skilled in Jupiter notebooks and Google Colab for data analysis. • Creating visually appealing and insightful data visualizations using tools like Power BI and Tableau. Able to present data effectively for data-driven decision making. • Proficient in Python and R for data analysis. Skilled in Jupiter notebooks for coding and analysis. Experienced in utilizing libraries like Pandas, Matplotlib, and Seaborn for data manipulation and visualization. • Familiar with SQL for managing and querying databases. Able to retrieve, manipulate, and analyse data using SQL queries. • Knowledgeable about data ethics and best practices in data science. Committed to maintaining ethical standards, data privacy, and responsible data handling.
• A four weeks data science and quantitative internship which focuses on understanding data, cleaning data, model building and data visualization. • We had master classes teaching us problem solving, creativity, communication, collaboration and critical thinking. • Solved case studies and business problems presented to us by our sponsors of the programme: Absa, FNB, Nedbank and First Rand Bank
• Travelled to students' homes to provide Mathematics and Physical science lessons to grade 11 and grade 12 learners. • Reviewed materials used in classes, explained various topics, and answered all the doubts and questions of the learners regarding to that topic. • Did revisions before tests and exams. • Maintained communication with parents to update them on the student's progress.