Computer Vision Researcher
October 2025 — PresentZebra Technologies
- Researching novel computer vision and graphics techniques to enhance industrial vision systems.
Experience
Computer Vision and Graphics Researcher
May 2024 — Nov 2025CVG Kawasaki Laboratory, Kyushu University | Multimedia Lab & LIVIA, ÉTS
- Published a paper at 3DV introducing Differentiable Clipped Centroidal Voronoi Tessellation (DCCVT), paving Voronoi diagrams with differentiable clipped centroids to extract high-quality meshes from implicit surfaces in PyTorch, outperforming state-of-the-art marching tetrahedra and Voronoi-based extraction methods.
Computer Vision Research Developer
May 2023 — Aug 2023Zebra Technologies | Matrox Imaging Industrial Research Chair, LIVIA
- Developed a Python pipeline to augment barcode datasets using C++ and Matrox Imaging Library, generating test files and benchmarks that cut costs by 1,500%.
- Captured real-world hazmat label data, built and augmented a dataset, and trained an RTMDet/YOLO model reaching 98.2% accuracy on video feeds.
Analyst Programmer
Jan 2022 — Apr 2022Loto-Québec, Technologies Nter
- Developed and optimized multiple Vue.js components for a fluid and responsive UI.
- Proposed a Bootstrap and CSS typography approach that improved responsiveness and consistency.
- Implemented Agile practice improvements, introducing story points for clearer planning.
Junior Developer
May 2021 — Aug 2021Vokeso - Gold Microsoft Partner
- Developed and customized Microsoft Dynamics 365 Business Central extensions and reports.
- Built a website using HTML, CSS, React.js, PHP, Postman API, and MSSQL.
- Containerized databases and processes with Docker and multiple Azure VMs.
Research
DCCVT: Differentiable Clipped Centroidal Voronoi Tessellation
Novel framework for paving Voronoi diagrams with differentiable clipped centroids to extract high-quality meshes from implicit surfaces using Pytorch, outperforming SotA marching tetrahedra and Voronoi-based extraction methods.
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Education
Doctorate of Engineering | Computer Vision & Graphics
Expected Graduation Dec 2027Multimedia Lab & ILLS | École de Technologie Supérieure (ÉTS)
- Researching computer vision and graphics as part of a fast-track doctoral program.
Bachelor of Software Engineering
Graduated Aug 2024École de Technologie Supérieure (ÉTS)
- Software engineering degree with applied projects across vision, graphics, and systems.
Projects
Voronoify
High-performance Voronoi image generator across CPU, multi-core CPU, and GPU pipelines to compare performance trade-offs.
- Engineered multiple high-performance implementations of a Voronoi image generator, targeting CPU, multi-core CPU, and GPU architectures to analyze performance trade-offs.
- Developed a native CUDA C++ solution using the Jump Flooding Algorithm (JFA) for labeling and a custom parallel reduction kernel for color averaging, eliminating host-device transfer bottlenecks.
- Built a memory-safe, parallel version in Rust with Rayon, providing an alternative for systems without a GPU.
Rendering Engine – Monte Carlo Path Tracer
Physically based Monte Carlo renderer with MIS/NEE, principled BSDFs, hybrid analytic + SDF marching, participating media.
- Global illumination integrators with next-event estimation + multiple importance sampling (BSDF/emitter), including a volumetric MIS path tracer for homogeneous media with Henyey–Greenstein scattering.
- Principled material stack: GGX microfacet with Fresnel/specular transmission, anisotropy + clearcoat, plus specialty materials (car paint, Oren–Nayar, subsurface/translucent) and analytic emitters/spotlights.
- Hybrid scene pipeline combining meshes and raymarched SDFs (noise/fractal caves + CSG ops) with BVH acceleration, plus optional OIDN denoising using albedo/normal AOVs and batch tooling.
Numerical Simulation
C++ linear algebra library plus a 2D mass-spring particle simulator with custom solvers and integration schemes.
- Designed and implemented a full C++ linear algebra library with templates, operator overloading, memory management (stack vs heap), and unit testing.
- Developed a 2D mass-spring particle simulation engine with numerical integration (implicit Euler), stiffness/mass matrix assembly, and custom linear solvers (Gauss-Seidel, graph-colored Gauss-Seidel, Cholesky).
Leadership
Technology Application Technician
Sep 2021 — May 2024École de Technologie Supérieure (ÉTS)
- Tutored students for their mechanical, electrical, and optical physics lab activities (ING150, PHY332, PHY335).
Software Engineering Representative Administrator
Sep 2021 — May 2024ÉTS Student Association (AÉÉTS)
- Sat on the AÉÉTS board of directors and managed a $1M budget.
- Organized social and technical activities for software engineering students.
Scouting Volunteer
Sep 2007 — Jan 2023274e groupe scout St-Ephrem
- Organized fundraisers, educational activities, and camps for kids.