Applied 3D Reconstruction & Medical Imaging
About the role
Call for Collaborators: Applied 3D Reconstruction & Medical Imaging
Join us in building technology that could impact millions of patients and doctors worldwide. We’re inviting Engineering and CS students and faculty to collaborate on projects at the intersection of photogrammetry, 3D vision, and medical imaging, advancing tools that directly support global skin cancer and dermatology care.
Why Get Involved
This is more than research, it’s meaningful innovation. Your contributions could shape how skin cancer and other dermatological conditions are detected, tracked, and treated across the globe. Perfect for undergrad, Masters and PhD directed studies, projects, or research credit, as well as co-op, part-time, and full-time opportunities. You’ll:
- Rapidly prototype and evaluate in real-world contexts.
- Develop algorithms with tangible clinical impact.
- Push the boundaries of 3D vision and AI in healthcare.
Active project tracks
- Template fitting for photogrammetry correction Align reconstructed meshes to canonical templates to correct scale/drift, fill holes, and denoise multi-view geometry.
- Hybrid reconstruction pipeline (Photogrammetry + NeRF/Gaussian splatting mesh) Build a pipeline that fuses image-based methods with neural fields and exports clean, watertight, metrically accurate surfaces ready for clinical measurement..
- Medical segmentation & longitudinal analytics Robust 3D segmentation; surface/volume measurement; registration-based tracking; change detection and quantification over time. Non-rigid temporal tracking (deformable ICP + differentiable rendering) for patient-specific change maps and per-vertex growth/shrinkage curves.
- Model manipulation for plastic (non-rigid) operations Constraint-driven mesh/volume editing (ARAP/elastic energy), topology-safe remeshing, smoothing, and Boolean ops—while preserving geometric quality and volume for surgical planning and patient-tailored edits.
Who We’re Looking For
- Proficient in Python/C++
- Experience in computer vision, graphics, or ML
- Passion for rigorous, clinically relevant evaluation
How to Apply
Send a brief note with your background, interests, and availability to hr@metaoptima.com, with the subject line “OptimaScan 3D Projects.” Immediate positions are open, and rolling start dates are available.
Position: Applied 3D Reconstruction & Medical Imaging
Duration: 4-8 months
Location: Vancouver, BC
Hours: 40hrs/week
Term: W26
Hourly Salary: $18 - $30 CAD / Hour
About MetaOptima
MetaOptima: empowering users with advanced technologies
MetaOptima is a digital health tech company dedicated to revolutionizing the dermatology and skin care industry with affordable, effective and intelligent tools. In order to provide state-of-the-art care, both medical professionals and their patients should be equipped with advanced tools.
We are proud to offer two products designed to enhance the quality of patient care and organization while streamlining services for maximum efficiency: DermEngine and MoleScope. DermEngine is an intelligent skin analytics platform designed to provide medical experts with smart technologies to enhance workflows, organization and communications. MoleScope is a digital dermoscopic attachment for smartphones/tablets that allows users to take medical grade quality images of their skin.
Here at MetaOptima, we take pride in our bold vision to bring digital healthcare and mobile technologies together to save lives and contribute to better health outcomes. We work hard to build a successful company with strong values and sense of community, as well as create jobs and develop tools that make the world a better place for patients, doctors, and businesses.
Applied 3D Reconstruction & Medical Imaging
About the role
Call for Collaborators: Applied 3D Reconstruction & Medical Imaging
Join us in building technology that could impact millions of patients and doctors worldwide. We’re inviting Engineering and CS students and faculty to collaborate on projects at the intersection of photogrammetry, 3D vision, and medical imaging, advancing tools that directly support global skin cancer and dermatology care.
Why Get Involved
This is more than research, it’s meaningful innovation. Your contributions could shape how skin cancer and other dermatological conditions are detected, tracked, and treated across the globe. Perfect for undergrad, Masters and PhD directed studies, projects, or research credit, as well as co-op, part-time, and full-time opportunities. You’ll:
- Rapidly prototype and evaluate in real-world contexts.
- Develop algorithms with tangible clinical impact.
- Push the boundaries of 3D vision and AI in healthcare.
Active project tracks
- Template fitting for photogrammetry correction Align reconstructed meshes to canonical templates to correct scale/drift, fill holes, and denoise multi-view geometry.
- Hybrid reconstruction pipeline (Photogrammetry + NeRF/Gaussian splatting mesh) Build a pipeline that fuses image-based methods with neural fields and exports clean, watertight, metrically accurate surfaces ready for clinical measurement..
- Medical segmentation & longitudinal analytics Robust 3D segmentation; surface/volume measurement; registration-based tracking; change detection and quantification over time. Non-rigid temporal tracking (deformable ICP + differentiable rendering) for patient-specific change maps and per-vertex growth/shrinkage curves.
- Model manipulation for plastic (non-rigid) operations Constraint-driven mesh/volume editing (ARAP/elastic energy), topology-safe remeshing, smoothing, and Boolean ops—while preserving geometric quality and volume for surgical planning and patient-tailored edits.
Who We’re Looking For
- Proficient in Python/C++
- Experience in computer vision, graphics, or ML
- Passion for rigorous, clinically relevant evaluation
How to Apply
Send a brief note with your background, interests, and availability to hr@metaoptima.com, with the subject line “OptimaScan 3D Projects.” Immediate positions are open, and rolling start dates are available.
Position: Applied 3D Reconstruction & Medical Imaging
Duration: 4-8 months
Location: Vancouver, BC
Hours: 40hrs/week
Term: W26
Hourly Salary: $18 - $30 CAD / Hour
About MetaOptima
MetaOptima: empowering users with advanced technologies
MetaOptima is a digital health tech company dedicated to revolutionizing the dermatology and skin care industry with affordable, effective and intelligent tools. In order to provide state-of-the-art care, both medical professionals and their patients should be equipped with advanced tools.
We are proud to offer two products designed to enhance the quality of patient care and organization while streamlining services for maximum efficiency: DermEngine and MoleScope. DermEngine is an intelligent skin analytics platform designed to provide medical experts with smart technologies to enhance workflows, organization and communications. MoleScope is a digital dermoscopic attachment for smartphones/tablets that allows users to take medical grade quality images of their skin.
Here at MetaOptima, we take pride in our bold vision to bring digital healthcare and mobile technologies together to save lives and contribute to better health outcomes. We work hard to build a successful company with strong values and sense of community, as well as create jobs and develop tools that make the world a better place for patients, doctors, and businesses.