Years Experience in Data Science
Jie Li
Melbourne,VIC
Summary
- Driven Data Science ready to thrive in demanding digital intelligence processing environments. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology.
- Ph.D. Candidate in Computer Science at RMIT, will graduate in Feb 2023.
- 3-Year Ph.D. Scholarship from Australian Research Council Linkage Program.
- 3 - Year Experience in Fairness in Recommendations Research.
- 8 - Year Experience in Full-Stack Development (PHP and JavaScript).
Overview
3
3
8
8
Years Experience in Full-stack Development
Publications
- FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback | Proceedings of the ACM Web Conference 2022.
- The Footprint of Factorization Models and Their Applications in Collaborative Filtering | ACM Transactions on Information Systems.
Awards
- First Class Honours Bachelor in Computer Science
- Awarded Vice-Chancellor's List for Academic Excellence in 2018
- Awarded Vice-Chancellor's List for Academic Excellence in 2019
- Graduated with 4.0/4.0 GPA
- Graduated in Top 2% of University
- Qihoo 360 Technology Co., Ltd. 2016 Innovation Work Award
- 2014 Terena International Outstanding employees and Excellent lecturer
Work History
Full-Stack Developer (Part-Time, Remotely)
The Little Office
05.2021 - Current
- Collaborated with Project Manager on project specifications, strategy and execution to build new WordPress pages and update existing ones.
- Created and updated re-usable code libraries to streamline WordPress development cycle.
- Designed interfaces and graphics for presentations and mobile-delivered applications to enhance content.
- Worked flexible hours; night, weekend, and holiday shifts.
- Participated in continuous improvement by generating suggestions, engaging in problem-solving activities to support teamwork.
- Served customers and followed outlined steps of service.
- Actively listened to customers' requests, confirming full understanding before addressing concerns
Full-Stack Developer
Loyalty Corp Australia
11.2018 - 01.2019
- Researched, tested and implemented various client feature requests to deliver loyalty systems.
- Discussed project progress with customers, collected feedback on different stages and directly addressed concerns.
- Performed troubleshooting of technical issues within production environment.
- Coordinated with project management staff on database development timelines and project scope.
- Refactored functionalities of loyalty system with PHP framework Laravel in docker based environment, Restructure data table structures to correct data design defects.
- Developed about more than 20 new features in one month.
Web Developer (Part-Time)
DotDev Australia
08.2018 - 11.2018
- Proved successful working within tight deadlines and fast-paced atmosphere.
- Collaborated on stages of systems development lifecycle from requirement gathering to production releases.
- Collaborated with project managers to select ambitious, but realistic coding milestones on pre-release software project development.
- Revised, modularized and updated old code bases to modern development standards, reducing operating costs and improving functionality.
- Integrated Mail and CRM system using Shopify's Webhooks, Developed Restful APIs with Shopify and PHP Frameworks, HTML5, CSS3 and JavaScript.
Senior PHP Developer
Qihoo 360 Technology Co. Ltd.
07.2015 - 03.2017
- Designed, Developed and Directed company's private cloud platform with Yii2 Framework and Kubernetes and Docker.
- Designed, Developed and Directed management platform of " IoT System " project development with Yaf Framework.
- Designed, Developed and Directed " Case Check System " project with Yii2 Framework(supply Restful API) and HBase.
- Designed, Developed and Directed " Universal authority system for all internal platform of company " project with Lua, Redis and OpenResty.
- Designed, Developed and Directed "API-Cache platform" project with Yii2 Framework and Nginx Reverse Proxy and Redis.
- Directed "Surrounding Life" project team.
- Served as moderator of company's annual meeting.
- Served as development trainer of company for newcomers.
- Trained WEB development skills for internal employees of company.
- Researched and identified new technologies and tools that would help to grow docker development environment.
- Helped company save 60% of server costs.
Senior PHP Lecturer
Tarena International, Inc.
10.2013 - 07.2015
- Worked cooperatively with other teachers, administrators to help students reach learning objectives.
- Kept students on-task with proactive behavior modification and positive reinforcement strategies.
- Graded and evaluated student assignments and course work.
- Evaluated and revised lesson plans and course content to achieve student-centered learning.
PHP Lecturer / Senior PHP Lecturer
Yi Diyou (Beijing) Technology Co., Ltd.
06.2011 - 10.2013
- Evaluated and revised lesson plans and course content to achieve student-centered learning.
- Used variety of learning modalities and support materials to facilitate learning process and accentuate presentations.
- Designed and distributed lecture handouts to round out material and increase student understanding.
Education
Ph.D. - Computer Science
Royal Melbourne Institute of Technology University
Melbourne, VIC02.2023
Bachelor of Computer Science (Honours) - Recommender Systems (Deep Learning)
Royal Melbourne Institute of Technology University
Melbourne, VIC12.2019
Bachelor of Information Technology -
Royal Melbourne Institute of Technology University
Melbourne, VIC12.2018
Leadership Experience
- Used to be the host of all the company's annual meetings and events.
- Leading students to develop practical projects, explain them to the most cutting-edge technologies, and discuss with them how the project is implemented.
- The leader of a project team when I was working at Qihoo 360 Technology Co., Ltd. as a developer.
Skills
- Cutting-edge machine learning algorithms such as Graph Neural Networks (GNN) models, Generative Adversarial Networks (GAN) models etc
- TensorFlow, NumPy, Pandas, SQL
- PHP, Python, Java, JavaScript
- MySQL, Redis, MongoDB, MemCached
- Unix, Linux
- AWS
- Git
- Docker
- Kafka
- Agile Project Management
Timeline
Full-Stack Developer (Part-Time, Remotely)
The Little Office
05.2021 - Current
Full-Stack Developer
Loyalty Corp Australia
11.2018 - 01.2019
Web Developer (Part-Time)
DotDev Australia
08.2018 - 11.2018
Senior PHP Developer
Qihoo 360 Technology Co. Ltd.
07.2015 - 03.2017
Senior PHP Lecturer
Tarena International, Inc.
10.2013 - 07.2015
PHP Lecturer / Senior PHP Lecturer
Yi Diyou (Beijing) Technology Co., Ltd.
06.2011 - 10.2013
Ph.D. - Computer Science
Royal Melbourne Institute of Technology University
Bachelor of Computer Science (Honours) - Recommender Systems (Deep Learning)
Royal Melbourne Institute of Technology University
Bachelor of Information Technology -
Royal Melbourne Institute of Technology University
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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