Open to opportunities

Duncan Mcgenie

@duncanmcgenie

Message

I build automated data pipelines and operational workflows that reduce bottlenecks and improve delivery.

South Africa

Message

What I'm looking for

I'm looking to build scalable operational, data, or product workflows where I can apply Python, SQL, automation, Lean Six Sigma, and quantitative engineering to reduce bottlenecks and improve delivery.

I've supported manufacturing operations at GIBELA Rail Transport Consortium by analyzing production data, maintaining operational records, supporting inventory accuracy, and contributing to workflow standardization.

At ATD Alliance, I managed cross-functional product development workflows and streamlined stage-gate cycles through automated tracking routines, documentation handoffs, process audits, and root-cause solutions.

I'm an Industrial Engineering graduate and MSc Financial Engineering candidate who combines Lean Six Sigma with Python, SQL, LLM APIs, and BI dashboards to turn unstructured operational data into actionable insights.

Experience

Work history, roles, and key accomplishments

Industrial Engineering Trainee

Gibela Rail Transport Consortium

Mar 2025 - Sep 2025 (6 months)

Captured and analyzed production data to support operational reporting and process improvement initiatives. Assisted in monitoring production performance metrics and supporting corrective actions.

Data Analysis Process Improvement Operational Reporting Documentation Inventory Management Continuous Improvement

Education

Degrees, certifications, and relevant coursework

WorldQuant University

Master of Science, Financial Engineering

Pursuing a Master of Science in Financial Engineering with a focus on stochastic modeling, financial econometrics, machine learning, and quantitative risk.