Yi Yan Email & Phone Number
Who is Yi Yan? Overview
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Yi Yan is listed as Graduate student of University of Illinois Urbana-Champaign/Master of Science in Financial Engineering at Figure, a with 287 employees, based in Champaign, Illinois, United States. AeroLeads shows a matched LinkedIn profile for Yi Yan.
Yi Yan previously worked as Capital Market Intern at Figure and Quantitative Trader at Shanghai Alphalio Technology Corporation Ltd.. Yi Yan holds Master Of Science - Ms, Financial Engineering from University Of Illinois Urbana-Champaign.
Email format at Figure
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About Yi Yan
I am a Master of Science in Financial Engineering candidate at the University of Illinois Urbana-Champaign, with an expected graduation date of December 2024. My academic journey, complemented by a Bachelor of Engineering in Computer Engineering with a second major in Finance from the University of Hong Kong, has equipped me with a profound foundation in programming, quantitative research, and financial engineering. My professional experiences range from quantitative trading internships, where I applied reinforcement learning strategies and programming skills, to quantitative research roles that involved developing predictive trading signals and analyzing cryptocurrency markets. I've led teams in competitive settings, notably securing top prizes in the CFA Research Challenge, and have undertaken significant research projects, including applications of large language models and forecasting algorithms in finance. My technical proficiency spans a wide array of programming languages and mathematical skills, enabling me to tackle complex challenges in algorithmic trading, data analytics, and risk management. I am passionate about leveraging my skills to contribute to and innovate in the field of financial technology and trading.
Yi Yan's current company
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Yi Yan work experience
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Quantitative Trader
CurrentApply Reinforcement Learning Trading Strategies, specifically FinRL, to optimize a futures portfolio, adopt the best model agent and modify hyperparameters to generate a 20% excess return in 5 days during CME Trading Competition. Research and construct ESG report using self-designed templates and large language models like LLama2 and Cheetah.Create Relative Rotation Graphs to visualize the dynamic trends of stocks using Matplotlib, Seaborn, and Tkinter in Python, monitor market conditions across different industries and assess the performance of company portfolio. Design two profitable portfolio optimization strategies independently utilizing mean reversal and momentum methods. Lead the testing of three simulated trading systems and execute trading strategies, play a key role in reducing a 1% loss related to implementation shortfall in dynamic trading conditions for the company.
Practicum Student - Large Language Model Application For Real Estate Companies
Researched Llama Index framework in Python, fed 10-k documents into language models and evaluated model response. Implemented RAG, Hugging face embedding methods, different query engines and prompt decomposing technique to achieve high model performance on qualitative questions regarding company strategies, business risks and future plans.Fine-tuned a state-of-art Large Language Model named OLMo on server using Real Estate companies’ financial data.
Quantitative Researcher
Utilized Binance REST API to organize the price data for different future contracts and cryptocurrency spot prices, created an automated documentation tool that scrapes the data from API and exports report, enhanced efficiency by 80%. Employed Clustering and Hierarchical Principal Component Analysis methods to develop predictive signals, implemented a profitable trading strategy, and executed back testing and correlation analysis using Python. Constructed signals utilizing residuals between future contract prices and spot prices while performing logistic regression.
Colleagues at Figure
Other employees you can reach at figure.com. View company contacts for 287 employees →
Tyler Schmidt
Colleague at FigureCharlotte Metro, United States
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Alexis Taylor
Colleague at FigureCharlotte, North Carolina, United States
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Danisha Holland
Colleague at FigureUnited States
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Shaniqua Torrence
Colleague at FigureNew York, United States
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Michael Cook
Colleague at FigureReno, Nevada, United States
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Jesse Wu
Colleague at FigureSan Diego, California, United States
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فهد داحش
Colleague at FigureJiddah, Makkah, Saudi Arabia
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Kayle Matye
Colleague at FigureHastings, Minnesota, United States
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Jalan Mcrae
Colleague at FigureUnited States
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Bryce Belanger
Colleague at FigureReno, Nevada, United States
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Yi Yan education
Master Of Science - Ms, Financial Engineering
Bachelor Of Engineering - Beng, Computer Engineering&&Finance
Frequently asked questions about Yi Yan
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What company does Yi Yan work for?
Yi Yan works for Figure.
What is Yi Yan's role at Figure?
Yi Yan is listed as Graduate student of University of Illinois Urbana-Champaign/Master of Science in Financial Engineering at Figure.
Where is Yi Yan based?
Yi Yan is based in Champaign, Illinois, United States while working with Figure.
What companies has Yi Yan worked for?
Yi Yan has worked for Figure, Shanghai Alphalio Technology Corporation Ltd., Jia Finance, and Hkml Edutech.
Who are Yi Yan's colleagues at Figure?
Yi Yan's colleagues at Figure include Tyler Schmidt, Alexis Taylor, Danisha Holland, Shaniqua Torrence, and Michael Cook.
How can I contact Yi Yan?
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What schools did Yi Yan attend?
Yi Yan holds Master Of Science - Ms, Financial Engineering from University Of Illinois Urbana-Champaign.
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