Mechanical and Nuclear Engineer, specializing in advanced nuclear energy systems, Small Modular Reactors, coal-fired power generation, plant engineering, and the just transition to cleaner energy.
KEPCO International Nuclear Graduate School · Ulsan, South Korea
Research Focus: Machine Learning-Assisted Optimization of Small Modular Reactor Design Parameters and Deployment Configuration for South Africa's Just Energy Transition (JET).
APR1400/SMR design, and safety operations.
APR1400/SMR safety analysis under normal and abnormal conditions.
ML applications in engineering optimization and energy systems.
Presenting at Conference:
University of Johannesburg · Johannesburg, South Africa
Majors: Mechanical design, thermodynamics, thermal systems, heat transfer, fluid mechanics and dynamics, materials science, strength of materials, etc
Artificial Intelligence in the 4IR Certificate.
Lephalale, South Africa
Developed and implemented strategies for primary-air, secondary-air, and flue-gas systems — including PA/FD/ID fans, air heaters, ducting, and dampers. Led outage scope development, plant inspections, condition monitoring, and failure investigations.
Implemented air-heater element-pack replacement and modified primary-air-heater maintenance strategy, eliminating plant production load loss drivers of 100 MW and 200 MW UCLF respectively.
Primary Air Heater Refurbishment Project at Matimba Power Station. Initiated and led Eskom Generation Board approval of approximately US$34.3 million.
Board-approved refurbishment budget
For allocated plant
Full project lifecycle oversight
Witbank, South Africa
Appointed Engineering Design Work Lead for the approximately US$3.1 million Matla duty-line pneumatic ash-conveying project — investigating recurrent leakage and failures and developing an engineering solution through the full project lifecycle.
Delivered engineering design, maintenance planning, QA/QC, cost estimation, technical procedures, work instructions, project schedules, BOMs, and contractor supervision across multiple Eskom power stations — with exposure to boiler, milling, ducting, damper, air-heater, and PF-burner systems.
Bearing Man Group (BMG) · Johannesburg, South Africa
Performed quality control at Manufacturing Workshop for various industrial drive components used in mining and power plants, against engineering drawings and technical specifications using micrometers, Vernier calipers, and gauges.
Compiled completed manufacturing job files for industrial drive components.

Candidate Engineer — Mechanical
Registration No. 2023206858 | 2023 – Present
Boiler & draught systems, plant reliability, maintenance strategy, root-cause analysis, condition monitoring.
Reactor design & safety, SMR technology, machine learning applications, energy transition.
Life-of-Plant Planning, engineering design, QA/QC, SAP, MS Project.
Xolani Bila