Eduvos

Academic Content Writer - Data Science 

Sol Plaatje University

Learning Analytics Coordinator

Developed the at-risk academic performance application for proactive intervention for over 6,000 students across 600 courses. 

Built the student academic support database and data collection applications using SQL and R for tutorship support, academic advising, and writing. 

Migrated over 300,000 student academic support data records to AWS, enabling scalability and improved access.

Created a centralized data analytics repository, simplifying access and management of data analytic resources.

Developed an application using R Shiny to automate the generation of over 600 module evaluations for quality assurance, saving hundreds of hours.

Published 3 research papers detailing the development of probabilistic machine learning models to predict at-risk students and classify student engagement.

Mentored and trained 5 student assistants and interns.

Junior Data Scientist

Created interactive dashboards to deliver insights on e-learning support, academic orientation, and student performance.

Conducted ad hoc analysis and generated detailed reports to support data-driven decision-making.

Data Science Student Assistant 

Tutored students in Advanced Calculus, Linear Algebra, and Database Systems.

Instructed classes of 30-80 students in various qualifications, guiding coursework and projects.

Academic Tutor

Guided and supported 5 first-year data science students in their transition to university life, offering valuable academic and personal assistance.

Established a structured support system through regular one-on-one and group meetings, fostering open communication and ensuring mentees' academic and personal development was on track.

Proactively connected mentees with available student support services, enhancing their access to resources for a smoother university experience.

Maintained detailed records and provided comprehensive reports on mentees' progress, ensuring accountability and enabling data-driven improvements in the mentoring program.

Peer Mentor

Maths and Science Leadership Academy 

Responsible for assisting 60-70 Grade 9-11 students with HTML5, CSS3, and Bootstrap online course

Guided students through activities that enabled them to create and build working websites

Directed students through a series of web-development activities that enhanced their computing skills

Web Development Program Facilitator 

- Data scientist skilled in Microsoft365, Python, R, SQL, and Git
- Expertise in data analysis, cleaning, and visualization
- Knowledgeable in machine learning and statistical techniques (Bayesian analysis, regression analysis, cluster analysis)
- Experienced in creating analytical reports and dashboards
- Strong teamwork, problem-solving, and analytical thinking abilities
- Enthusiastic about collaborating and exploring new opportunities in the field of data science.

Data Science Portfolio
Blog: https://elitechblog.com/
GitHub:  https://github.com/Ellie190
Website:  https://eli-nimy.netlify.app/

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