Siphamandla Matshiane
@siphamandlamatshiane
Experienced software engineer with a strong background in machine learning.
What I'm looking for
I am an experienced Software Engineer based in Johannesburg, South Africa, with a robust background in the design, installation, testing, and maintenance of software systems. My proficiency in cutting-edge development tools and methodologies allows me to manage independent projects effectively while also thriving in collaborative team environments. I specialize in machine learning, leveraging advanced techniques to solve complex problems, and I have a solid foundation in mechanical engineering design that enhances my problem-solving capabilities.
Throughout my career, I have gained valuable experience as a Chatbot Designer at Bluemachines, where I produced chatbots using Python and Dialogflow, designed web frameworks, and developed machine learning models for classification applications. Currently, I am working as a Full-stack Software Engineer at MakeAI Pty. (Ltd), where I focus on backend development, system integration, and application testing. My educational background includes a BSc in Mechanical Engineering from the University of the Witwatersrand, where I am currently pursuing my honors level.
Experience
Work history, roles, and key accomplishments
Full Stack Software Engineer
ALX Software
Jan 2023 - Jan 2024 (1 year)
Specialized in backend development and completed a program in software engineering. Proficient in various programming languages and frameworks.
Software Engineer
MakeAI Pty.(Ltd)
Feb 2022 - Jan 2024 (1 year 11 months)
Proficient backend developer with experience in system integration and application testing. Skilled in Python, C, C++, MATLAB, and various web technologies.
Chatbot Designer
Bluemachines
Oct 2021 - Jan 2023 (1 year 3 months)
Produced chat-bots using Python and Dialogflow. Designed web frameworks and MVPs, developed dashboards for visualization using D3.js and Python, and created machine learning models for classification applications.
Advanced Machine Learning Engineer
MakeAI Pty.(Ltd)
Jan 2022 - Jan 2022 (0 months)
Focused on advanced machine learning techniques, including NLP/NLU, computer vision, and data augmentation. Utilized frameworks such as TensorFlow and scikit-learn.
Education
Degrees, certifications, and relevant coursework
University of the Witwatersrand
BSc. Engineering (Mechanical), Mechanical Engineering
2019 - 2025
Applies scientific principles to design, develop, construct, install, operate and maintain engines, energy harnessing equipment and machines in all industries.
ALX Software Engineering School
Certificate in Software Engineering, Software Engineering
2023 - 2023
Completed the program with a certificate in software engineering as a full-stack engineer specializing in back-end.
Sobantu Senior Secondary School
Matric Certificate, General Education
2016 - 2018
Graduated from high school with a Matric Certificate.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
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