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
Sydney, NSW
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
Melbourne, VIC
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
Melbourne, VIC
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.
Beijing, China
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.
Beijing, China
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.
Beijing, China
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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