Experience

Trackman

• Denmark
• Spectator Sports
• 400 - 500 Employee

• Senior Machine Learning Engineer

  • Jun 2019 - Present



DeNA

• Japan
• Software Development
• 700 & Above Employee

• Research And Development Engineer

  • Apr 2017 - May 2019

  Primarily in charge of an infrastructure library/SDK for various road network analyses. Designed, developed, and deployed server-side road network infrastructure (in Python) for a delivery scheduling & routing service, and a lightweight high-performance SDK (in C++) for Android-based driver app for a ride hailing service. Primarily in charge of an infrastructure library/SDK for various road network analyses. Designed, developed, and deployed server-side road network infrastructure (in Python) for a delivery scheduling & routing service, and a lightweight high-performance SDK (in C++) for Android-based driver app for a ride hailing service.



Iwate University

• Veterinary Services
• 1 - 100 Employee

• Assistant Professor

  • Feb 2010 - Apr 2017

  Actively engaged in the development of the following projects: - Machine learning framework for accelerating evolutionary algorithm based design exploration, as well as for visualization and data-mining of high-dimensional computational fluid dynamics (CFD) results. (Radial Basis Function networks, Neural Networks, Moving Least Squares, Support Vector Machines) - Deep learining algorithms for automatically classifying complex supersonic flow simulation data. - A series of stream-computing flow solvers, based on several different approaches using NVIDIA Tesla (4-way), Intel Xeon Phi (1-way), and NVIDIA Tegra K1 (10-way). In active development. - Object-oriented modular CFD computing platform in C++ and Python. (Axial/Radial Turbomachinery, URANS, Detached Eddy Simulation, Large Eddy Simulation) - Object-oriented Discontinuous Galerkin solver on unstructured hexahedral mesh. - Python-based surrogate-assisted evolutionary optimization platform. - Embedded computing for micro-hybrid rocket motor launch controller and data acquisition systems. Mostly on Arduino with XBee for wireless communication and high-sample-rate data recording on micro SD cards on board, harnessing various sensors and relays such as pressure transducers, strain gages, thermocouples. - Numerous odd projects here and there, gadget tinkering. Show less



Cenaero

• Belgium
• Research
• 1 - 100 Employee

• Research Scientist

  • Dec 2004 - Feb 2010

  - Responsible for MDO platform development and product management. - Responsible for bidirectional CAD-CAE coupling infrastructure for multidisciplinary engineering. - Responsible for parametric turbomachinery blade modeler. - Industrial consultance project management. (Turbofans and turboprops) - Responsible for MDO platform development and product management. - Responsible for bidirectional CAD-CAE coupling infrastructure for multidisciplinary engineering. - Responsible for parametric turbomachinery blade modeler. - Industrial consultance project management. (Turbofans and turboprops)



Inria

• France
• Research Services
• 700 & Above Employee

• Postdoctoral Researcher

  • Dec 2003 - Dec 2004