John Lyne Email & Phone Number

Toronto, Ontario, Canada

Waterloo, Ontario, Canada

• Performed volumetric super-resolution of turbulent fluid velocity fields o Motivation: To enable the sharing of large simulation data lakes among researchers via data compression and super-resolution recovery• Development of generative adversarial networks with physics enforced regularization to synthesize fluid velocity fields o Motivation: Computational fluid dynamics emulation• Employment of self-organizing maps for turbulent channel flow structure clustering o Motivation: Encourage data driven structure identification rather than arbitrary thresholding and the exploration of structures formed by combinations of various flow features

• Software development pertaining to an interpreter update for the internal python scripting environment of ANSYS Electronics Desktop• Optimized an interpreter test suite that improved software function coverage by 2.5X while decreasing overall execution time by 23X

Miami, Florida

• Developed a runway condition weighting algorithm in Python to provide a more accurate depiction of runway conditions for airport operations resulting in improved runway operations and landing safety• Prepared the business cases of runway safety and airspace management products using big data analytics of flight and weather data• Built interactive dashboards using SQL, JavaScript, and CSS for flight operations product overview and support, including a dashboard providing historical oversight to airspace redesign trajectories• Created a PySpark algorithm that determined the take-off and landing runways of flights which is used to prepare airspace redesign project proposals• Presented analytical findings to executives and stakeholders at the Airbus headquarters in Toulouse, France• Conducted seminars, locally and globally through webcast, to train employees on data analytic techniques within Airbus’ big data platform

Alberta, Canada

• Coordinated piping and insulation construction activity and change management for the construction of the gasification unit of North West Sturgeon Refinery• Developed an insulation release and reporting database using Access and Excel to provide greater visibility on productivity and progress ultimately leading to more efficiently planned work and an improved schedule resulting in estimated project savings exceeding $100,000• Proposed and implemented piping design changes based on discrepancies between engineered design and actual field conditions• Completed engineering drawing revisions while conforming to piping ISO standards• Conducted field audits on piping and insulation progress and site safety audits with stakeholders

Edmonton, Canada Area

• Performed audiovisual runtime inspections of desulfurizing unit equipment such as compressors, pumps, vessels, furnaces, reactors and exchangers• Assisted in industrial pump isolation for shutdown preventative maintenance activities while safely following refinery lock-out tag-out procedure• Acquired gas oil and distillate samples from different process stages of the unit for chemical analysis

Masc, Systems Design Engineering, 4.0/4.0

Emphasis on machine learning and channel flow turbulence.

Bachelor Of Science - Bsc, Mechanical Engineering, Graduated With Distinction

Activities and Societies: Distributed Dynamic Propulsion Undergraduate Research (Aerodynamics and Control Team) Script Developer.

Education record