Personal details
Surui L.
Timezone: London (UTC+1)
Summary
- Currently I am researcher at Imperial College London, specialising in medical imaging analysis.
- I was a machine learning engineer in the industries for 4 years. I have helped build and maintain several computer vision products, including 3D pointcloud reconstruction and AI breast cancer detector.
- I received my master's degree from University of Edinburgh in Artificial Intelligence with Distinction. My thesis was focusing on probabilistic modelling and reasoning.
- Tech stacks: python, pytorch/tensorflow, docker and AWS.
- Knowledge stacks: computer vision, machine learning, deep learning, probabilistic modelling, NLP, data science, computational biology
Live Help only. AI only. My availability is 7 pm to 9pm, UTC time.
Work Experience
Researcher
Imperial College London | Sep 2020 - Present
Python
Machine Learning
Docker
Deep Learning
TensorFlow
PyTorch
Cardiac MRI image analysis using machine learning.
Machine Learning Engineer
Various Startups | Mar 2017 - Sep 2020
Python
Machine Learning
Computer Vision
Docker
Deep Learning
TensorFlow
PyTorch
Built:
- 3D pointcloud reconstruction pipeline
- Mammogram position analysis
- Mammogram detection
- 360 video segmentation
- Image localisation with deep learning