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
Data Analysis & Visualization: SQL, Power BI, Pandas, NumPy, Matplotlib
Programming & Frameworks: C#, ASPNET Core, JavaScript, DevExtreme, iOS(Swift & SwiftUI, Azure Devops, Oracle database, SQL
Engineering Tools: ANSYS, PyMAPDL, SOLIDWORKS, LabVIEW
Soft Skills: Problem-Solving, Team Collaboration, Analytical Thinking, Report Writing
General: Git & GitHub, Agile/Scrum, LaTeX, RESTful APIs
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
Work Preference
Work Type
Full TimePart TimeContract WorkInternshipGig WorkLocation Preference
On-SiteRemoteHybridQuote
No, I don't ever give up. I'd have to be dead or completely incapacitated
Elon Musk
Software
Alloy Temper Application
Document and Drawing Registry Application
Rules Table LookUp Application
LengthLoss Application
Customer LookUp Table Application
Load Application
Routes Application
Material Movement Application
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