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Robin Yancey

Robin Yancey

Mentor
Rising Codementor
US$18.00
For every 15 mins
ABOUT ME
PhD Machine Learning Engineer, Former UC Davis ML Course Instructor
PhD Machine Learning Engineer, Former UC Davis ML Course Instructor

Hi! My name is Robin. I have PhD and MS graduate degrees in Computer Science and Electrical Engineering from UC Davis, where I was employed as the full instructor for the undergraduate Machine Learning Course. I was then employed as Machine Learning PostDoc at LLNL where I worked on the NIF during the recent world breakthrough where we achieved nuclear fusion. Throughout my university and postdoc research I not only published dozens of papers, but also developed many frameworks in the fields of Machine Learning, Deep Learning, Computer Vision, and Data Science.

Pacific Time (US & Canada) (-07:00)
Joined February 2021
EXPERTISE
Machine Learning
7 years experience
Deep Learning
5 years experience
PyTorch
3 years experience
Python
5 years experience
Scikit-learn
4 years experience

REVIEWS FROM CLIENTS

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SOCIAL PRESENCE
GitHub
imagefraud2
Jupyter Notebook
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ecommerce-order-message
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Community Posts
Help Recreate Common Company Assignment/Work-Task
TASK: Help me recreate a company task (for someone else) based on my detailed questions/answers about your Full-time QA job. Please, email verify@hiredlearn.com the following 3 items: Valid proof...
EMPLOYMENTS
Applied Machine Learning PostDoc
Lawrence Livermore National Laboratory, National Ignition Facility (NIF)
2022-09-01-2023-09-01
  • Developed deep learning frameworks (from scratch) for 3 different applications in the NIF optics recycle loop
  • Redeveloped...
  • Developed deep learning frameworks (from scratch) for 3 different applications in the NIF optics recycle loop
  • Redeveloped deep learning framework for NIF "All Microscopy Hit-list"
  • Developed deep learning framework for detection of damaged mitigation cones
  • Developed deep learning model for precise estimation of damage growth
  • Coauthored publications accepted for SPIE Laser Damage 2023 and Optics Letters.
Python
Machine Learning
Computer Vision
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Python
Machine Learning
Computer Vision
Deep Learning
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Research Assistant / Computer Vision (Deep Learning) for Breast Cancer Detection
UC, Davis, Dept. of Computer Science, Dept. of Pathology
2020-01-01-2021-12-01
  • Parallel YOLO-based Model for Real-time Mitosis Counting
  • Deep Feature Fusion for Mitosis Counting
  • Publications to...
  • Parallel YOLO-based Model for Real-time Mitosis Counting
  • Deep Feature Fusion for Mitosis Counting
  • Publications to WSCG 2022 and PRML 2022.
Machine Learning
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Machine Learning
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Course Instructor / Machine Learning (ECS 171)
UC, Davis, Dept. of Computer Science
2020-04-01-2020-09-01
  • Taught theory & Python implementation of various machine learning concepts
  • Created original course materials.
  • Taught theory & Python implementation of various machine learning concepts
  • Created original course materials.
Machine Learning
Machine Learning