Tang (Michael) Sui
Wheelers Hill, Melbourne,Victoria, Australia
Summary
Knowledgeable Trader with extensive understanding of options, and success at mathematical accuracy and persuasion. Comfortable and confident in coding with Python and C++, experienced in machine learning.
Overview
4
4
years of professional experience
Work History
Quantitative Trader Developer
Tibra Capital
Austinmer, NSW
09.2023 - 03.2024
- Developed high-frequency option trading strategies using C++
- Performed post-trading analysis to seek for improvements on various trading strategies
- Resolved several C++ tickets, fixed bugs in company's codebase
- Learned option theory and mechanisms of derivative markets
Machine Learning Researcher Internship
Huawei UKRD
London, United Kingdom
06.2022 - 10.2022
- Research on few-shot learning using model combinations
- Research on efficient selection of pre-trained model for fine-tuning on downstream task
Machine Learning NLP Internship
ByteDance
Beijing, China
07.2021 - 09.2021
Tibra
- Collect data of various video creators, and train XGBoost models to identify quality video creators.
- Use OCR, ASR to extract textual information from science related videos, and use the textual data to train ALBERT model which identify videos that contain fake information.
Machine Learning Internship
Baidu USA
Remote
03.2021 - 04.2021
- Fine-tuned ERNIE language model with dataset on sentiment analysis of financial news.
Machine Learning Internship
4Paradigm
Remote
07.2020 - 10.2020
- Implemented reinforcement learning agents in self-designed game environment, and compare performances of different algorithms.
- Assisted my team in designing reinforcement learning platform.
Education
Master of Mathematics - Mathematics
University of Oxford, St John's College
06.2023
High School -
Caulfield Grammar School
11.2018
Skills
- Familiar with option theory and derivative products in general
- Comfortable with coding in Python and C
- Familiar with data analytic tools such as Numpy, Pandas, and deep learning frameworks such as PyTorch and TensorFlow
- Have strong math skills in general, especially have solid understandings in probability and statistics
Personal Information
Nationality: Australian Citizen
Languages
English
Professional
Chinese (Mandarin)
Native/ Bilingual
Timeline
Quantitative Trader Developer
Tibra Capital
09.2023 - 03.2024
Machine Learning Researcher Internship
Huawei UKRD
06.2022 - 10.2022
Machine Learning NLP Internship
ByteDance
07.2021 - 09.2021
Machine Learning Internship
Baidu USA
03.2021 - 04.2021
Machine Learning Internship
4Paradigm
07.2020 - 10.2020
Master of Mathematics - Mathematics
University of Oxford, St John's College
High School -
Caulfield Grammar School