
Lawrence Chang
Apprentice

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About me
NCCU ACCT&MF
Education

國立政治大學
2022 - 2026Bachelor of Commerce - BCom AccountingRelevant Courses:• Accounting: intermediate accounting, advanced accounting, managerial and cost accounting• Law: business law, tax law• Audit, Accounting Information System, Financial Statement Analysis

國立政治大學
2024 - 2026Bachelor of Science - BS Mathematical Finance ProgramRelevant Courses:• Mathematics: mathematical statistics, calculus A, linear algebra, stochastic process• Finance: corporate finance, investments, financial derivatives, econometrics, financial time series analysis • computer science: Python programming language, data structures, algorithms

Taichung First Senior High School
-High School Diploma
國立政治大學
2022 - 2023學士 English Taught Program
Experience

Dale Carnegie Training
Jun 2022 - Aug 2022Apprentice
NCCU Securities Research Society
Jan 2024 - Jun 2024Project Member
WorldQuant
Mar 2024 - Jul 2024Research Consultant- Designed trading strategies and portfolio optimizations through financial data mining and factor modeling.

TMBA - Taiwan
Jul 2024 - Aug 2024CTA Trader, Dept. of Algorithm Trading- Won the 3rd place of Quantitative Algorithmic Trading Competition.- Mean Reversion trading strategy encompassed annual return of 120%, Sharpe ratio of 2.56.

Optiver
Sept 2024 - Oct 2024Exclusive Talent program- Being selected as Optiver's exclusive network of Top Talent students in Taiwan.- Participating and learning the professions of market making and machine learning.

Quant DeVops
Nov 2024 - nowProp Quant Trader
KD Capital
Mar 2025 - nowEquity Research Intern- TW Equity Research Team, focusing on IP/IC Design industry
Licenses & Certifications
- View certificate

Akuna Capital Options 101
Akuna CapitalJun 2025 
WorldQuant Brain IQC
WorldQuantMay 2024- View certificate

Introduction to Financial Engineering and Risk Management
美國哥倫比亞大學Jan 2024 - View certificate

JPMorgan Chase - Investment Banking Job Simulation
J.P. 摩根Nov 2023
Honors & Awards
- Awarded to Lawrence Chang證券菁英種子-投資組合線上競賽 全國入圍優秀獎 證券櫃買賣中心 Sep 2023 A competition of Fund management/Asset Management-Modern Portfolio Theory: Efficiency Frontier Simulation-Correlation Matrix's heat map for historical stock price movement-CAPM for portfolio: Beta regression modeling, weighted average beta-Financial Analysis, Macro Economic Analysis
- Awarded to Lawrence ChangAMC 12A Mathematical Association of America Feb 2021 -American Mathematics Competition 12A-Top 3% in the competition's performance, being invited to the AIME
Volunteer Experience
Bao-Zhong Tea Festival
Issued by 國立政治大學 on Sept 2022
Associated with Lawrence Chang
Languages
- enEnglish
- chChinese
- trTraditional chinese
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