Perception Engineer

BH Frontier Solutions Inc. is an agricultural technology company developing AI-enabled agricultural robots. The Perception Engineer will develop and deploy computer vision and machine learning systems for plant detection, tracking, and other precision agriculture applications, while collaborating across teams to integrate and validate production models.

Responsibilities:

• Collaborate with the team and other stakeholders to evaluate state-of-the-art computer vision techniques and applications in plant detection, tracking and classifications in various agricultural settings, particularly with deep-learning and machine-learning approaches
• Synthetic data generation and pipeline management
• Devise, implement and interpret deep learning and machine learning algorithms to address selected research questions in perceptions and precision agriculture
• Help shape the direction of deep learning and artificial intelligence within BHF
• Design computer vision algorithms for a broad range of applications relating to agriculture (real time object detection, object tracking etc.)
• Develop, apply and optimize computer vision models for large-scale and real world applications, ensuring models are efficiently integrated and perform optimally in production
• Design and conduct tests to validate computer vision models based on agreed metrics
• Take ownership of the computer vision project from start to finish, which includes building data pipelines, designing, deploying & maintaining production quality CV models in collaboration with other teams
• Benchmark and refine computer vision and machine learning algorithms, including enhancing data pre-processing and augmentation for better accuracy and efficiency
• Collaborate with cross-functional teams to define vision system requirements and capabilities
• Familiarity with foundational model