Computational Engineering2018 – 2020Junior Engineer · Internship
Structural Cost Optimisation Engine
Python automation for civil estimation at Riztech
Python program that automated structural cost estimation and energy-efficiency checks during the Riztech Construction internship, improving team delivery productivity by 21%.
The Problem & Engineering Constraint
The Core Challenge
Structural estimates and energy-saving calculations were manual, slow, and easy to misalign with drawings.
Technical Architecture & Approach
Engineering Solution & Implementation
Python automation plus Hyperworks / CAD analysis of strength, safety, and environmental factors, checked with senior engineers.
Measured Production Impact
Verified Outcomes & Deliverables
21% team productivity improvement from automating routine estimation.
Energy-saving calculations verified against sustainability targets.
Technologies & Components
System Tooling & Technologies
PythonHyperworksCADEnergy Analysis