Daniel Guo

CEO

Chicago, Illinois, United States5 yrs 8 mos experience

Most Likely To Switch

Key Highlights

Top 12 in USA Junior Mathematical Olympiad
Experience in quantitative trading and market making
Strong programming skills in Python and C++

Stackforce AI infers this person is a Fintech professional with strong quantitative trading and software engineering skills.

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Skills

Core Skills

Options TradingQuantitative FinanceSoftware Engineering

Other Skills

C++Computational GenomicsDeep Learning Framework TensorflowJuMPJuliaMatlabNumPyOptionsPandas (Software)PythonSQLScikit-LearnStataStatistical Data Analysiscaffe2

About

Skilled in options trading, statistical data analysis, Python, Java, Matlab, R, C++. Graduated with a Bachelor of Science (B.S.) in Mathematics and Computer Science at MIT, class of 2020. USA Junior Mathematical Olympiad (USAJMO) Top 12 and Math Olympiad Summer Program (MOSP) participant.Always on the active lookout for opportunities in quantitative trading and market making. Maker, taker, and embracer of volatility. When the markets go down, I aim to go up.

Experience

明汯投资 minghong investment

Quantitative Trader

Jan 2024 – Present · 2 yrs 3 mos · On-site

Created and automated multiple market making strategies in various cryptocurrency coins which managed risk, inventory, and pricing while capturing multiple sources of edge to optimize trading performance
Developed and implemented an options trading strategy on BTC/ETH, building production ready code which enabled rapid deployment and immediate live trading

Options TradingPythonStatistical Data AnalysisQuantitative Finance

Optiver

Options Trader

Nov 2020 – Jan 2023 · 2 yrs 2 mos · Chicago, IL · On-site

Operated pricing, market making, and position taking strategies in Big Tech equity options as a portfolio, as well as the S&P 500 options complex
Proposed and delivered on numerous project ideas to improve overall trading profitability
Utilized Python frameworks, including Jupyter notebooks and NumPy data analysis, to develop, execute, and backtest new trading ideas on a daily basis

Pandas (Software)NumPyOptionsPythonOptions TradingQuantitative Finance

Susquehanna international group, llp (sig)

Trading Intern

Jun 2019 – Aug 2019 · 2 mos · Bala-Cynwyd, Pennsylvania, United States · On-site

Used machine learning tools, including decision tree learning, to analyze markets during options expiration dates and determine a correlation between stock volume and option straddle price
Created an application that allowed traders to compare existing trading parameters and examine differences of opinion in terms of market volatility

Pandas (Software)PythonScikit-LearnOptions Trading

Facebook

Software Engineer Intern

Jun 2018 – Aug 2018 · 2 mos · Menlo Park

Created an algorithm in the C++ machine learning toolkit Caffe2 which sped up existing speech recognition tools used by Facebook Portal, a smart home display
Identified and fixed Python algorithmic bottlenecks in the generation and processing of far-field speech by the recurrent neural network

caffe2C++PythonSoftware Engineering