- Design and implement solutions for internal and external customers that exploit traditional machine learning and novel deep learning for next-generation satellite imagery analytics.
- Plan and conduct research projects related to computer vision, time series analysis, content curation, probabilistic modeling, machine learning, predictive analytics, and geometric modeling.
- Develop algorithms, models, and analytical tools for solving domain specific business problems.
- Implement production quality analytics and models into the SpectraAI codebase (Python).
- Collaborate with management and technical team on product strategy.
- Collaborate with infrastructure developers and machine learning quality engineers to build robust analytics for production use cases.
- Independently design and conduct experiments, tests hypothesis, implement model and loss function code, train models, and interpret experiment results following a machine learning process based on high level project objectives.
PythonKerasMachine Learning+7 more