Xinxian Tian
Research Assistant @ Stanford University
United States
Greater Pittsburgh Region
Computer & Network Security
Bioinformatics, Computer Vision, Python (Programming Language), Web Application Development, Security Programming, Back-end Operations, Server Side Programming
Experience
Research Assistant
Stanford University
- Supervised by Dr. Karl Krauth and Prof. Polly Fordyce. - Developed step by step visualizations using Seabron and Pytorch for the microscopy image processing toolkit, Magnify, enabling users to interactively visualize the effects of parameters in the bead-finding process.
School of informatics - Tutor
The University of Edinburgh
City Of Edinburgh, Scotland, United Kingdom
Machine Learning Engineer Intern
Microsoft
Beijing, China
-Developed a joint semantic segmentation model to address the SAM model's lack of semantic output and improve segmentation accuracy by integrating semantic information from traditional models with SAM's advanced mask generation capabilities。 -Replaced SAM’s default grid search prompts with an object-aware box prompt mechanism, using an optimized YOLOv8-AMSF object detection model that increased prompt accuracy and reduced inference time.
School of informatics - Tutor
The University of Edinburgh
Edinburgh
Served as a tutor for multiple courses: Algorithm and Data Structure (Year 2), Software Engineering (Year 2), and Object-Oriented Programming (Year 1) Responsible for teaching tutorial sessions to over 100 students Assisted students with coursework and exam preparation
School of Informatics Representive - Year 3
The University of Edinburgh
Edinburgh
Back End Developer
Accumulus
Tianjin, China
Web Developer
Baidu, Inc.
Beijing, China
Education
Carnegie Mellon University
The University of Edinburgh
Computer Science
The University of Edinburgh
Malvern St James School
Math(A*), FurtherMath(A*), Physics(A*), Chinese(A*)
Xinxian Tian's Contact Information
Phone
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