PROFESSIONAL BACKGROUND

Theory meets
practical engineering.

Experience across engineering software, automotive simulation, research, teaching, and manufacturing.

01

HBK / ReliaSoft

Application Engineer for ReliaSoft · Jul 2022 – present

I work with engineers using ReliaSoft reliability and quality software, helping them understand the underlying engineering and statistical methods and apply them effectively to real-world problems. This includes areas such as life data analysis, Weibull analysis, reliability prediction, FMEA, reliability growth, maintainability, and related reliability engineering methods. The role combines technical problem solving with software support, teaching, and training. I help customers translate engineering questions into appropriate analytical approaches, understand assumptions and results, and build practical workflows within the software. A significant part of the work is making complex reliability concepts easier to understand and helping engineers use the tools with confidence rather than treating the software as a black box.

02

Stellantis / FCA

CAE Engineer — Durability and Strength · Jun 2016 – Jul 2022

Durability and strength analysis using finite element methods for chassis, engine, and powertrain components. Work included correlation of virtual predictions with physical testing, vibration and power spectral density analysis, and Python and Bash automation.

03

University of Waterloo

Research Engineer · Sep 2010 – Jun 2016

UniGrow fatigue crack-growth research with the research group, including a search algorithm for the material parameter ρ*, Monte Carlo simulation, fatigue and structural analysis, and statistical interpretation of experimental data.

04

General Motors

Supplier Quality Engineer · Jan 2008 – Sep 2010

Supplier quality work covering parts and engineering changes, supplier assessment and audits, production part approval processes (PPAP), manufacturing quality, and vehicle-launch support.

05

Earlier engineering work

Industrial equipment and boiler design

Engineering work associated with industrial equipment and boiler design, providing an early foundation in mechanical design and practical engineering analysis.

METHODS & TOOLS

Technical background

Programming and web development

Python · Flask · HTML · CSS · JavaScript · SQL · SQLite · SQLAlchemy · REST APIs

Data and scientific computing

Data processing · Statistical analysis · Monte Carlo simulation · Numerical modelling · Matplotlib · Interactive visualization

Engineering methods

Mechanical engineering · Reliability engineering · Structural analysis · Fatigue and fracture mechanics · Finite element analysis · Life data analysis · Weibull analysis · Statistical reliability methods · FMEA / DFMEA · Reliability prediction · Reliability-centered maintenance · Failure analysis · Engineering simulation · Vibration testing · Engineering software · Technical communication

Tools and platforms

ReliaSoft · ABAQUS · NASTRAN · ANSA · nCode

Development and operations

Git · Linux · Bash · Basic server administration · Nginx · Gunicorn