Job Description

Company Mission

BRELYON is an early-stage startup () introducing virtual displays and generative rendering architectures to transform high bandwidth applications like gaming and trading. (See video: )

Our technology uses novel physics along with computational display techniques to create depth and panorama, creating an IMAX-like experience in a 32” monitor formfactor. We are enhancing the human-computer experience with a product design that jointly considers light and the visual experience of displays. We are currently growing our production capacity and have our products in the field worldwide.

The ideal candidate will collaborate with our software engineering and ML research team to optimize our current computer vision and ML pipelines. It involves conducting experiments on our display hardware and enhancing the viewing experience of 2D video and gaming content using developed ML/CV methods.

RESPONSIBILITIES

• Collaborate with software engineers to refine existing software projects and make them ready for delivery.
• Perform code optimizations for existing software applications. Including profiling and benchmarking to identify performance bottlenecks. Finally, ensure code remains clean and maintainable by refactoring for simplicity and using asynchronous programming where appropriate.
• Automate the deployment of ML applications including ones running in the cloud.
• Train, evaluate and finetune ML models for segmentation and depth estimation. Generate video results using these improved models and test output on Brelyon’s multifocal displays.
• Enhance and optimize current video processing algorithms using parallel programming techniques.

QUALIFICATIONS

• Currently pursuing MS or PhD in Computer Science or comparable experience.
• Proficiency in modern C++ and Python.
• Experience with performance analysis.
• Experience with video processing and machine learning-based methods.
• Hands-on experience with CI/CD tools such as Github Actions or Jenkins.
• Experience with cloud environments such as AWS and Azure
• Familiarity with containerization and orchestration (e.g., Docker, Kubernetes).
• Fast learner with strong problem-solving and communication skills.
• Self-motivated, organized, flexible, and able to balance and prioritize multiple diverse projects.
• Team player mindset with effective collaboration skills with cross-functional partners.

PREFERRED EXPERIENCE AND SKILLS

• Knowledge of CPU and GPU architectures.
• Experience with OpenCV, PyTorch, TensorFlow, or TensorFlow 3D.
• Experience with video segmentation and depth estimation methods.
• Experience applying and extending advanced computer vision algorithms.
• Knowledge of 3D math and linear algebra
• Experience with QT framework.

BRELYON is an Equal Opportunity/Affirmative Action Employer. We consider applicants without regard to race, color, religion, age, national origin, ancestry, ethnicity, gender, gender identity, gender expression, sexual orientation, marital status, veteran status, disability, genetic information, citizenship status, or membership in any other group protected by federal, state, or local law.

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