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Job Description
- Design, train, and deploy deep learning models to visually analyze mosquitoes in our production process.
- Build high-accuracy object detection and image segmentation pipelines to count mosquito pupae from complex, real-world image data.
- Leverage environmental data and biological parameters to model mosquito population dynamics, ultimately optimizing our mosquito release strategies and schedules.
- Take ownership of the full machine learning lifecycle and transition models from local research prototypes into scalable, highly available production environments.
- Work closely with entomologists, data scientists, and hardware engineers to leverage machine learning techniques to most effectively solve problems for the team.