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Pheeha Machaka

Computer Vision Engineer @ Aperam Stainless
Brussels, Belgium

A highly motivated Computer Vision Engineer with experience in steel production, education, research, cybersecurity, and computational modeling. I specialize in developing machine learning solutions for quality control, defect detection, and improving process efficiency. I am passionate about leveraging technology for socially impactful research and improving business processes through machine learning and big data analytics. Additionally, I am authorized to work in Belgium (no sponsorship needed).

Top roles

Developer / Programmer< 2 years
Network / Telecom Engineer< 2 years
Cybersecurity Engineer< 2 years

Back-end

SQL
Python
R / Matlab / SPSS

Miscellaneous

Excel
Databricks

Business Intelligence

Tableau
Language
Fluent English
English
Fluent
Dutch
Good
Work experience
Since 2012
Computer Vision Engineer @ Aperam Stainless
01 November 2022 - Present

In the Quality Assurance department, I develop machine learning-driven systems for flatness evaluation, defect and anomaly detection in steel production. My work focuses on designing segmentation and anomaly detection models to automate quality control and enhance accuracy.

Lecturer @ University of South Africa
01 February 2016 - 31 October 2022

Developed curricula and instructional materials for courses in quantitative methods, financial modeling, operations research simulation, database design, and programming. Conducted research in cybersecurity, the Internet of Things, and machine learning.

Cyber Security Researcher @ Council for Scientific and Industrial Research
01 January 2014 - 31 January 2016

Designed and implemented statistical and machine learning models to detect anomalies in network information system performance.

Operations Specialist @ Telkom SA SOC Ltd
01 April 2012 - 31 December 2013

Conducted research on networking infrastructure technologies, analyzing and evaluating their suitability for specific purposes.

Education experience
Since 2005
Computer Science @ University of Western Cape
01 January 2019 - 01 January 2023
Data Science @ University of Skövde
01 January 2021 - 01 January 2022
Computer Science @ University of Cape Town
01 January 2010 - 01 January 2012
Computer Science @ University of Cape Town
01 January 2005 - 01 January 2009
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