Overview
Work history
Education
Skills
Publications
Research project
Languages
Timeline
Generic
JIN LIN

JIN LIN

Lancaster

Overview

3
3
years of professional experience
2
2
years of post-secondary education

Work history

Research Assistant

Lancaster University
12.2022 - 03.2023

Accelerated Knowledge Transfer (AKT2i) Associate in Computer Vision and Deep Learning

  • Drive and lead a project working in partnership with Station 10 Limited, to build on previous research to assess the viability of Satellite Imagery Data in identifying and tracking industrial waste crime.
  • Working with other RAs to produce reports, reviews, and deliver presentations and webinars to inform key staff at Lancaster University and Station 10 of project developments, set out options, and make recommendations to enable key decisions to be taken by the project board.


Research Intern(volunteer)

Deyang Municipal Government
02.2020 - 05.2020

Covid-19 Surveillance of People's Movement

  • Conducted big data analysis on the movement of people during the pandemic for Deyang's City Government, Sichuan Province;
  • Assisted the working group in completing visual maps about population movement based on Python;
  • Utilized visual maps to combine planimetry maps with streaming data, which realized data monitoring and management of population flow during the epidemic.

Education

Bachelor of Science - Computer Science

Lancaster University
UK
09.2021 -

Certificate of Higher Education - Computer Science

UESTC
China
09.2019 - 06.2021

Skills

    Skills: Master chatGPT promote; Good at Python and PyTorch framework; Familiar with C, Java, and SQL; Proficient in Microsoft Office tools

    Interests: Image processing, Mechanical Processing (using CNC machine tools); Drone Aerial Photography; Digital Products; Self-driving Technology, etc

Publications

  • Path Planning Based On Reinforcement Learning

The paper has been accepted by the 3rd International Conference on Signal Processing and Machine Learning (CONF - SPML 2023). 

  • Research on classification based on transfer-learning - Joint first authors

The paper has been accepted by the 2023 International Conference on Picture Processing, Robotics and Artificial Intelligence (PPRAI 2023).

Research project

  • Application of the YOLO Algorithms to Landfill Site Satellite Images:Instructor: Prof. Hossein Rahmani(Lancaster University)
  • Autonomous Driving Core Technology-Path Planning, Intelligent Navigation, and Behavior Decision AlgorithmInstructor: Dr. Amanda Prorok (Cambridge University)
  • Research on Classification Algorithm of Pneumonia Medical CT Images Based on Deep Learning: Academic Cooperation with Harbin Institute of Technology
  • Automatic Car Route Identification System Related to Machine Vision System: work with students of UESTC

 

Languages

English
Intermediate
Chinese (Mandarin)
Native

Timeline

Research Assistant

Lancaster University
12.2022 - 03.2023

Bachelor of Science - Computer Science

Lancaster University
09.2021 -

Research Intern(volunteer)

Deyang Municipal Government
02.2020 - 05.2020

Certificate of Higher Education - Computer Science

UESTC
09.2019 - 06.2021
JIN LIN