About Me

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Hi, I’m Thamu! I’m a machine learning engineer focusing on practical applied ML/AI solutions and learning how to use technology to solve problems.

The idea behind this blog is to reflect on experiences, tackle technical topics, and improve my written communication. 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. I am actively pursuing certifications in my personal time and practicing applying them to real-world problems.

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
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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 and Hashicorp certifications.
Experience
2022 - Present
Machine Learning Engineer and Data Scientist - Spatialedge
As an MLE and Data Scientist at Spatialedge, I develop and deploy machine learning solutions. I have been fortunate to work across finance, agriculture, and retail sectors mainly using cloud based infrastructure. Working with a diverse team of experienced developers has taught me a lot and strengthened my ability to deliver scalable ML solutions.
Education
2020-2023
MSc in Applied Mathematics - Stellenbosch University
Thesis in the area of stochastics studying the stochastic area
2019
Honours degree in Statistics - Stellenbosch University
Courses: Data mining, Time series,Extreme value theory, Multivariate Analysis, Simulation theory, Biostatistics
2015-2018
Bachelor's Degree in Statistics and Investment management - Stellenbosch University
Courses: Statistics, Mathematics, Investment management, Economics, Accounting, Finance
Certifications
Google Cloud Digital Leader
Google Cloud Digital Leader
Google Cloud
Generative AI Leader
Generative AI Leader
Google Cloud
Associate Data Practitioner
Associate Data Practitioner
Google Cloud
Terraform Associate
Terraform Associate
HashiCorp
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.