I am the CTO and Senior Data Scientist at Munus International, where I lead the company’s technological vision and oversee the development of custom software, data-driven solutions, and AI innovations. I manage a skilled team of developers and data scientists, fostering collaboration and ensuring excellence in project delivery.In my role, I drive strategy, supervise technical operations, and ensure we deliver impactful, scalable solutions to our global client base, which spans from… Show more I am the CTO and Senior Data Scientist at Munus International, where I lead the company’s technological vision and oversee the development of custom software, data-driven solutions, and AI innovations. I manage a skilled team of developers and data scientists, fostering collaboration and ensuring excellence in project delivery.In my role, I drive strategy, supervise technical operations, and ensure we deliver impactful, scalable solutions to our global client base, which spans from Africa, Australia, the Americas and Europe. My focus on innovation and efficiency helps position Munus International as a trusted partner in solving complex business challenges worldwide. Show less

Head Senior Software Engineer responsible for managing projects, leading teams, and overseeing product development. I work closely with clients, handling client-facing interactions and expectation management while ensuring iterative design processes that incorporate client feedback at every stage of development.We specialize in bespoke product development, offering tailored solutions across diverse domains, including facilities and asset management, AI and machine learning, IoT… Show more Head Senior Software Engineer responsible for managing projects, leading teams, and overseeing product development. I work closely with clients, handling client-facing interactions and expectation management while ensuring iterative design processes that incorporate client feedback at every stage of development.We specialize in bespoke product development, offering tailored solutions across diverse domains, including facilities and asset management, AI and machine learning, IoT integration, custom web-based applications, data science and analytics, and process automation.As a dynamic and adaptable team, we pride ourselves on being quick learners who seamlessly integrate into our clients’ environments, delivering innovative and effective solutions that meet unique business needs. Show less

I started at Munus International as a bursary student under the guidance of Director Waldo Kleynhans, gaining hands-on experience through various data science projects.Key projects include: • Project View: Developed interactive dashboards for real-time site monitoring across South Africa, enabling clients to analyze data and improve service delivery. • Project Gold PoT: Created data visualizations and insights for Harmony Gold using Incorta, Python, and PostgreSQL, enhancing… Show more I started at Munus International as a bursary student under the guidance of Director Waldo Kleynhans, gaining hands-on experience through various data science projects.Key projects include: • Project View: Developed interactive dashboards for real-time site monitoring across South Africa, enabling clients to analyze data and improve service delivery. • Project Gold PoT: Created data visualizations and insights for Harmony Gold using Incorta, Python, and PostgreSQL, enhancing mining efficiency and reducing costs. • Project NAVIS: Built a framework for visualizing maritime data, cleaning large datasets, and improving vessel tracking with Python, PostgreSQL, and PostGIS. • Project DROP: Designed a data pipeline for automated monthly reporting from sensor data, streamlining data cleaning and extraction with R and PostgreSQL for commercial use. • Project Kalman: Developed advanced ML-driven prediction algorithms for vessel trajectories, achieving improved accuracy using statistical inference, distribution maps, and Google Cloud.Gained experience in a various of fields:- Machine Learning / AI- APIs- Anomaly Detection - Pattern Recognition - Remote Sensing- IoT- Web Development (Full Stack)- SQL- Python / R / Java Script - Client Relations - Data Visualisation and Representation- and many more...This role exposed me to working directly with clients and managing their expectations, equipping me with valuable technical and interpersonal skills. Show less

I successfully completed my Masters's degree and obtained a Cum Laude.I was a part-time MSc Computer Science student at the University of Stellenbosch. Currently, I worked on trajectory prediction/estimation of vessels making use of AIS data. I used my mathematical statistics, computer science and machine learning skills to solve this problem.

Teaching Assistant for an Honours Module called Space Science Algorithms CS791. Tutor for introduction to Java CS114 in the first semesters of 2020 & 2021.My duties include:CS791: - Setting up weekly tutorial tests & marking. - Marking student presentations and feedback - Assisting students if they need help. - Lecture on how to use CASA (Common Astronomy Software Application)and assisting in the project work.CS114: - Appointing & allocation of demis… Show more Teaching Assistant for an Honours Module called Space Science Algorithms CS791. Tutor for introduction to Java CS114 in the first semesters of 2020 & 2021.My duties include:CS791: - Setting up weekly tutorial tests & marking. - Marking student presentations and feedback - Assisting students if they need help. - Lecture on how to use CASA (Common Astronomy Software Application)and assisting in the project work.CS114: - Appointing & allocation of demis (student assistants). - Tutoring CS114 students during tutor hours, this includes help with their assignments as well as project questions.- Face-to-face contact sessions.- Invigilation of tests.- Marking the demo presentation of student's projects. Show less

I was a tutor in my free time on the TeachMe2 platform. I used the programming skills that I acquired and tried my best to pass it on to my students. I do give tips, hints and easy tricks that my students can use to be proficient in the topics that I tutor.Below are the subjects that I have successfully tutored and the topics that were covered. I adapt my teaching method for each student, as each student learns differently. Python (Beginner-Intermediate):- Libraries: Numpy… Show more I was a tutor in my free time on the TeachMe2 platform. I used the programming skills that I acquired and tried my best to pass it on to my students. I do give tips, hints and easy tricks that my students can use to be proficient in the topics that I tutor.Below are the subjects that I have successfully tutored and the topics that were covered. I adapt my teaching method for each student, as each student learns differently. Python (Beginner-Intermediate):- Libraries: Numpy, Matplotlib, Pandas, Scipy- Data Visualisation - Data manipulation- Algorithms- Programming logicMathematical Statistics & Data Science with R:- Data visualisation- Database queries- Introduction to Machine Learning with R- Introduction to probability theoryJava (2nd year), an introduction:- The java basics- Methods & Functions- Search Algorithms- Command Line Arguments Show less

Demi for Computer Science 114 (Introduction to Java programming)Responsibilities include:Assisting students during weekly 3-hour practical sessions this includes explaining programming concepts and providing examples to steer a student in the right direction to code the practical assignment.Test invigilation.Marking student projects & workbooks.

Student assistant for the Information Technology & Statistics departments.I was also an assistant on a Machine Learning project for lecturers in the IT department, in the second semester of 2018.My duties include:Test invigilationMarking tests & assignments within a certain time period and providing feedback.

I represent all the Data Science students graduating in 2018 at the NWU Potchefstroom campus.My responsibilities are the following:• Handle all questions and queries that Data Science students may have.• Maintain a good relationship with lecturers and place the needs of the students ahead of my own.• Be aware of all test dates and assignments and stay updated on everything so that I can effectively assist a fellow student if my help is requested.• Communicate with students… Show more I represent all the Data Science students graduating in 2018 at the NWU Potchefstroom campus.My responsibilities are the following:• Handle all questions and queries that Data Science students may have.• Maintain a good relationship with lecturers and place the needs of the students ahead of my own.• Be aware of all test dates and assignments and stay updated on everything so that I can effectively assist a fellow student if my help is requested.• Communicate with students, lecturers, and all the relevant people when a query arises. Show less

The B.Sc. Data Science | Business Analytics degree provides the skills and techniques to apply mathematical algorithms to the analysis and understanding of large data sets (Big Data). These algorithms allow users to analyse data from various dimensions and allows for easier and better-informed decision making and predictions.The integrated curriculum includes the study of practical data mining, statistical time series analysis, survival analysis, statistical model building, neural networks,… Show more The B.Sc. Data Science | Business Analytics degree provides the skills and techniques to apply mathematical algorithms to the analysis and understanding of large data sets (Big Data). These algorithms allow users to analyse data from various dimensions and allows for easier and better-informed decision making and predictions.The integrated curriculum includes the study of practical data mining, statistical time series analysis, survival analysis, statistical model building, neural networks, multi-criteria decision making, data management as well as other statistical and information technology subjects of relevance.The B.Sc. Data Science | Business Analytics degree consists of the following subjects: • Computer Science• Economics• Information Technology• Machine Learning• Mathematics• Statistics Show less

Organised a Battle of the DJ's official competition for Cash Crusaders Cosmo Mall.I organized a total of two events in Nov 2015 & Nov 2017.I worked with the local radio station and newspaper for advertising as well as Facebook. I was in charge of the advertising and the organizing of the whole event. During the organisation of this event, I coordinated staff members and contestants. My problem solving and working with people skills was used on the spot every step of the way.

This was a vacation job.My duties:Working with moneyDoing cash ups and day endsDealing with customersDaily manager tasksStock takesOnline marketing and sales of products.Update & Upgrade computer systems.Repair broken computers and hardware.Fix software issues.Work with people and help customers.

Selling food, sweets and cold drinks.Managing money, staff, stock & cash ups.