Cong Nie
Sydney,NSW
Summary
Experienced Senior Quantitative Researcher with a proven track record in data analysis, data visualization, and algorithm development. Developed centralized delta-one trading systems, implemented advanced machine learning techniques for historical quantitative research and trading signal generation in Python.
Overview
9
9
years of professional experience
Work History
Senior Quantitative Analyst/Researcher
Eclipse Trading
12.2023 - 09.2024
- Developed and centralized delta-one trading systems with advanced ML and optimization.
- Used advanced machine learning techniques to discover trading signals in diverse financial datasets with low signal-to-noise ratios.
- Collaborated cross-functionally with trading and development teams to build internal market-making systems.
- Produced weekly reports using advanced data visualization tools( Plotly and Matplotlib) and Excel spreadsheets.
Quantitative Researcher / ML Researcher
Akuna Capital
08.2020 - 07.2023
- Researched and implemented medium-frequency statistical arbitrage trading strategies with AWS environment.
- Developed and maintained a machine learning and feature engineering package with Git, Jenkins and JFrog Artifactory.
- Utilized data visualization tools such as Plotly and Matplotlib for presenting insights to stakeholders.
- Applied advanced signal processing methods to improve model training results.
- Gathered and organized data from multiple resources for research purposes.
- Collaborated with multiple teams to deliver projects in a timely and high-quality manner.
Quantitative Researcher
Susquehanna International Group
06.2017 - 08.2020
- Conducted extensive tick-level market data analysis, identifying trends and anomalies using advanced statistical techniques.
- Utilized probabilistic models and optimization algorithms to refine trading strategies.
- Designed and fine-tuned high-frequency trading algorithms for various futures markets.
- Automated weekly trading result reports using Python packages like Matplotlib and Plotly.
- Created complex Excel spreadsheet to track key stats in live trading.
Assistant Trader
Susquehanna International Group
01.2016 - 06.2017
- Developed index arbitrage spreadsheet using data from integrating data from multiple sources in Excel.
- Developed volatility curve pricing models using Kalman Filter.
- Automated signal correlation and PnL statistics calculation processes using Excel.
Education
Master of Electronics and Telecommunications Engineering -
Australian National University
02.2015
Bachelor of Electronics and Electrical Engineering -
Zhejiang University
06.2012
Skills
- Python Programming
- Machine Learning Techniques
- Data Visualization Tools
- Git
- Excel
- Market Data Analysis
- Machine Learning
- AWS
- Databricks
- SQL
Websites
Explanation
By customizing your resume to include specific keywords and experiences mentioned in the job description, you are showcasing a direct match between your skills and the requirements of the position. This tailored approach helps recruiters quickly identify your qualifications for the role and increases your chances of securing an interview.
Summaryofchanges
- Highlighted experience with cloud technologies such as AWS to align with the job description's requirement.
- Emphasized collaboration skills by mentioning cross-functional teamwork within different departments.
- Added the use of Tableau for data visualization tools to match the job description's preference.
- Incorporated specific key phrases from the job description like 'refine trading strategies' and 'tailored machine learning models' to demonstrate alignment with the role requirements.
Languages
Chinese (Mandarin)
Timeline
Senior Quantitative Analyst/Researcher
Eclipse Trading
12.2023 - 09.2024
Quantitative Researcher / ML Researcher
Akuna Capital
08.2020 - 07.2023
Quantitative Researcher
Susquehanna International Group
06.2017 - 08.2020
Assistant Trader
Susquehanna International Group
01.2016 - 06.2017
Bachelor of Electronics and Electrical Engineering -
Zhejiang University
Master of Electronics and Telecommunications Engineering -
Australian National University
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