JORDAN KANG
NUS Computer Science Graduate
Summary
Innovative and analytical problem-solver with keen interest in artificial intelligence and machine learning. Well-versed in Python programming and neural networks. Committed to leveraging AI technologies to drive impactful solutions and optimize processes.
Overview
3
3
years of professional experience
3
3
years of post-secondary education
Work History
AI Software Engineer Intern
paymentnapp Inc.
08.2022 - 07.2025
- Developed a blog generation pipeline leveraging web scraping and Retrieval-Augmented Generation (RAG), while evaluating various open and closed source LLMs, to produce structured content based on identified trending topics.
- Fine-tuned Stable Diffusion models across various personas to support targeted downstream applications.
- Designed a novel algorithm and built a virtual simulation to modernise and replace CJ Logistics' legacy parcel singulation system.
- Collaborated with DHL to develop a package recognition, tracking and mobile alert system, applying edge devices, OCR, and barcode recognition tools to enhance courier efficiency in package handling.
Tutor
Private Tuition
05.2024 - 11.2024
- Tutored Secondary school students for Mathematics.
Tutor
EduFirst
07.2023 - 10.2023
- Tutored Primary school students for Mathematics and English subjects.
Education
Bachelor of Computing - Computer Science
National University of Singapore
Singapore 05.2022 - Current
Skills
Programming Languages
- Java
- Python
- Javascript
- C
- R
- Dart
Frameworks/Libraries
- PyTorch
- TensorFlow
- OpenCV
- JavaFx
Tools
- Git
- Kafka
- ZeroMQ
Databases
- PostgreSQL
- MongoDB
- Redis
- Firestore
AI/ML Concepts
- Retrieval Augmented Generation(RAG)
- Natural Language Processing(NLP)
- Computer Vision and Pattern Recognition
- Neural Networks and Deep Learning
LEADERSHIP EXPERIENCE
Choir Section Leader, National Junior College, 2018-06 - 2019-06
- Ensured quality of performance for members in the section via leading sectional vocal warm-ups, going through musical pieces as a section, and analysing areas to improve from group practices.
- Upheld performance standards for school and public performances, as well as for local and overseas choir exchanges.
Choir Section Leader, Anglo-Chinese School(Barker Road), 2016-01 - 2017-12
- Ensured quality of performance for members in the section via leading sectional vocal warm-ups, going through musical pieces as a section, and analysing areas to improve from group practices.
- Upheld performance standards for school and public performances, as well as for the biennial Singapore Youth Festival(SYF).
Timeline
Tutor
Private Tuition
05.2024 - 11.2024
Tutor
EduFirst
07.2023 - 10.2023
AI Software Engineer Intern
paymentnapp Inc.
08.2022 - 07.2025
Bachelor of Computing - Computer Science
National University of Singapore
05.2022 - Current
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