KGAKGAMATSO TSAGAE
Mechanical Engineer
Brooklyn,GP
Summary
Passionate AI enthusiast with a B.Eng. in Mechanical Engineering and hands-on software development experience. Skilled in applying machine learning concepts, such as Python and TensorFlow, to solve complex problems, with expertise in mobile and web application development. Seeking an AI-centric role to drive innovation using my programming, data analysis, and engineering skills. Proven ability to modernize legacy systems and adapt swiftly to new technologies.
Overview
2
2
years of professional experience
3
3
Certificates
Work History
Junior Application Developer
Gijima Holdings
08.2023 - 05.2025
- Modernized several legacy systems as part of the Application Modernization Team, leveraging C#, ASP.NET Core, and JavaScript to improve performance and scalability.
- Developed a Material Movement mobile application for mining operations using Swift and SwiftUI, integrating machine learning concepts with Python to enhance logistics efficiency.
- Provided ongoing system support and maintenance across multiple mine sites (Exxaro, Overlooked), troubleshooting desktop and office app issues, ensuring 99.8% uptime.
- Optimized SQL database queries for large operational datasets, reducing query latency by 40%.
- Contributed to the creation of comprehensive technical documentation for accurate project tracking and future reference.
Grants admin (temp)
National Youth Development Agency
Pretoria, Gauteng
01.2021 - 12.2021
- Enhanced office efficiency by streamlining administrative processes and implementing time-saving strategies.
- Maintained accurate records through diligent data entry and document management practices.
- Conducted research on industry trends and best practices to support informed decision-making among senior staff members.
- Ensured compliance with regulatory requirements by monitoring updates to laws or guidelines pertaining to the business sector.
Sales Consultant
Markham
Menlyn, Pretoria, Gauteng
11.2019 - 06.2020
- Advised clients on appropriate product selections based on their unique needs, ensuring optimal satisfaction levels upon purchase.
- Used consultative sales techniques to understand customer needs and recommend relevant products and services.
- Responded to telephone and in-person requests for information.
- Provided sales and customer service assistance to walk-in traffic
Junior Consultant
Enterprises University of Pretoria
01.2018 - 06.2018
- Designed and delivered safety training modules on cycling risks to community youth groups, improving awareness by 50%.
- Collected and analyzed participant feedback to refine program content and delivery.
- Assisted in customer service, record keeping, and equipment maintenance.
Teaching Assistant
University of Pretoria
02.2015 - 06.2015
- Guided and assessed 100+ undergraduate students during practical sessions, enhancing comprehension of CAD and graphical communication standards.
- Evaluated and graded coursework, tests, and assignments, maintaining consistent grading rubrics and providing constructive feedback.
Education
B.Eng. - Mechanical Engineering
University of Pretoria
Hatfield, South Africa 02.2014 - 05.2023
High School Diploma -
Regolotswe High School
Itsoseng, North West 01.2011 - 11.2013
Skills
AI & Machine Learning: Python, TensorFlow, Scikit‑Learn, Keras, PyTorch, Colab, Streamlit
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Languages
English
Advanced (C1)
Setswana
Advanced (C1)
sesotho
Upper intermediate (B2)
Zulu
Elementary (A2)
Afrikaans
Beginner (A1)
Certification
Introduction to neural networks
Timeline
Junior Application Developer
Gijima Holdings
08.2023 - 05.2025
Deep learning for beginners
07-2022
Data Science - ExploreAI academy
07-2022
Introduction to neural networks
05-2022
Grants admin (temp)
National Youth Development Agency
01.2021 - 12.2021
Sales Consultant
Markham
11.2019 - 06.2020
Junior Consultant
Enterprises University of Pretoria
01.2018 - 06.2018
Teaching Assistant
University of Pretoria
02.2015 - 06.2015
B.Eng. - Mechanical Engineering
University of Pretoria
02.2014 - 05.2023
High School Diploma -
Regolotswe High School
01.2011 - 11.2013
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