关于我About Me

// 国有金融企业 · 量化交易 · 机器学习// State-Owned Financial Enterprise · Quant Trading · Machine Learning

个人简介About

国有金融企业员工，拥有丰富的金融行业从业经验。主要擅长股票与期货交易，业绩优异。同时在机器学习（AI 工具与加密货币）、应用数学、数值线性代数和编程方面有深入研究。帝国理工学院统计学硕士，利物浦大学数学与统计学一等荣誉学士。 Experienced financial industry professional at a state-owned financial enterprise. Skilled in trading stocks & futures with a strong performance track record. Also proficient in machine learning (AI tools & cryptocurrency), applied math, numerical linear algebra, and coding. MSc Statistics (Distinction) from Imperial College London, BSc Mathematics and Statistics (First Class Honors) from University of Liverpool.

核心技能Skills

Trading Python Machine Learning SQL Risk Management Derivative Valuation Data Modeling Numerical Linear Algebra Polars / Pandas NumPy Matplotlib Deep Learning

工作经历Experience

2014.11 — 至今 · 11 年 7 个月Nov 2014 — Present · 11 yrs 7 mos

国有金融企业 — 员工State-Owned Financial Enterprise — Employee

股票与期货交易、风险管理、衍生品估值、Python 数据建模。Stock & futures trading, risk management, derivative valuation, and data modeling in Python.

Stocks Futures Trading Python Risk Management
2014.04 — 2014.10 · 7 个月Apr 2014 — Oct 2014 · 7 mos

上海交通大学 — 研究助理Shanghai Jiao Tong University — Research Assistant

学术世界大学排名 (ARWU)、全球研究型大学概况 (GRUP)。Academic World University Ranking (ARWU), Global Research University Profile (GRUP).

Python Machine Learning

教育背景Education

2012 — 2013

帝国理工学院 — 统计学硕士Imperial College London — MSc Statistics

成绩：Distinction（最高等级）Grade: Distinction

Machine Learning
2010 — 2012

利物浦大学 — 数学与统计学学士University of Liverpool — BSc Mathematics and Statistics

成绩：First Class Honors（一等荣誉）Grade: First Class Honors

专业认证Certifications

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Machine Learning Specialization

DeepLearning.AI, Stanford University · 2024 年 10 月Oct 2024

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MITx Machine Learning with Python — From Linear Models to Deep Learning

edX · 2020 年 12 月Dec 2020

项目经历Projects

2014 — 至今Present

数据科学与机器学习Data Science and Machine Learning

隶属于国有金融企业。GitHub 和 Kaggle 上的多个项目。Associated with a state-owned financial enterprise. Several works on GitHub and Kaggle.

Machine Learning
2013.06 — 2013.09

快速拟合无限隐马尔可夫模型的序列算法A Sequential Algorithm for Fast Fitting Infinite Hidden Markov Model

隶属于帝国理工学院。Associated with Imperial College London.

Machine Learning

荣誉奖项Honors & Awards

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Rosenhead Prize

利物浦大学颁发 · 2012 年 7 月University of Liverpool · Jul 2012

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Bromely Scholarship

利物浦大学颁发 · 2011 年 7 月University of Liverpool · Jul 2011

语言能力Languages

中文 — 母语Chinese — Native 英语 — 专业工作水平English — Professional