Jake Koki Email & Phone Number

United States

- Built custom evaluation metric features for object detection tasks to internal machine learning API - Worked on preprocessor that filters video down to only contain fish using object detection models, drastically reducing time spent annotating video- Developed admin pages, user interface components, and backend models for video annotation in React/Redux, Django, and MySQL- Solved data leakage problem between training and test image datasets with clustering algorithms, resulting in improved model generalizability

· Engaged with students in one-on-one and group instruction of pre-calculus up to linear algebra and provided occasional assistance in physics and chemistry· Presented lectures to small groups on relevant course material along with one-on-one instruction· Tailored custom learning strategies based on student’s strengths and weaknesses