About Me

Home / About Me

Hi, I’m Thamu! I’m a developer and consultant with a background in statistics and mathematics. I focus on practical solutions while exploring the theoretical side of technology.

This blog is my learning platform, where I reflect on experiences, tackle technical topics, and improve my writing. Lately, I’ve been diving into cloud-native machine learning systems, blending my love for data with the desire to contribute to something of value.

It’s a work in progress, just like me! I’m eager to connect with mentors and fellow tech enthusiasts—let’s share ideas and grow together. If you have insights to share or would like to discuss interesting problems, I’d love to connect.

  • Name: Thamu Mnyulwa
  • Residence: South Africa
  • E-mail: thamumnyulwa@gmail.com
Download short CV Download long CV
What I do
Software Development
Experience writing modern software in production, with the aim of following best practices.
Data Science
Building models, writing, creating, wrangling and cleaning data.
MLOPS
Experience putting models into production using GCP based stack.
Cloud Computing
I am passionate about cloud computing and hope to continue developing my skills in this area. Currently I have some GCP certifications.
Experience
2022 - Present
Machine Learning Engineer and Data Scientist - Spatialedge
I am currently an MLE and data scientist at Spatialedge. I feel fortunate to have this job as its allowed me to work and learn from a diverse set of experienced team members. Through this I have gotten exposure to working in finance, agriculture and retail. I also appreciate the opportunities to grow granted to me by my fellow team members. I have been able to learn a lot from them and I hope to continue to do so.
Education
2020-2023
MSc in Applied Mathematics - SU
Thesis in the area of stochastics studying the stochastic area
2019
Honours degree in Statistics
Courses: Data mining, Time series,Extreme value theory, Multivariate Analysis, Simulation theory, Biostatistics
2015-2018
Bachelor's Degree in Statistics and Investment management
Courses: Statistics, Mathematics, Investment management, Economics, Accounting, Finance
Certifications
Google Cloud Digital Leader
Google Cloud Digital Leader
Google Cloud
Programming Skills
  • Python
    90%
    90%
  • R
    70%
    70%
  • SQL
    80%
    80%
  • Bash + YAML
    80%
    80%
  • Angular / JavaScript
    85%
    85%
  • Mathematica
    50%
    50%
  • C++
    60%
    60%
Industry exposure
  • Agile framework
  • Data Science in teams
  • Productionizing models
  • Maintaining models in production
  • Modern software design principles
  • Cloud based development
  • Data Engineering
  • Communicating technical concepts to non-technical audiences
Languages Skills
  • English
    100%
  • French
    40%
  • Xhosa
    60%
  • Shona
    100%
Pesonal Interests
Training
I enjoy going to the gym and running (albait slowly) with friends.
Toastmasters
Communication is important. I am a member and secretary of the Toastmasters club in my area. I hope to continue to grow in this area.
Kitchen Warrior
I enjoy cooking and trying new recipes.
Music
I have a broad playlist and enjoy listening to music.
Purpose of website: To learn and share

Thank you for joining me on this adventure.