Quantitative Researcher
Current
Sep 2024 - Present
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Guanda Chen Email & Phone Number
Final year Math student at University of Warwick | Incoming USC MSc in applied data science | Certificate in Quantitative Finance | Machine Learning, Quantitative developer, Data Analysis
at
燧石投资管理（武汉）有限公司
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Role
Final year Math student at University of Warwick | Incoming USC MSc in applied data science | Certificate in Quantitative Finance | Machine Learning, Quantitative developer, Data Analysis
Location
Coventry, England, United Kingdom
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Guanda Chen is listed as Final year Math student at University of Warwick | Incoming USC MSc in applied data science | Certificate in Quantitative Finance | Machine Learning, Quantitative developer, Data Analysis at 燧石投资管理（武汉）有限公司, based in Coventry, England, United Kingdom. AeroLeads shows a matched LinkedIn profile for Guanda Chen.
Guanda Chen previously worked as Quantitative Researcher at 燧石投资管理（武汉）有限公司 and Undergraduate Researcher at University Of Warwick. Guanda Chen holds Master Of Science - Ms, Applied Data Science from Usc Viterbi School Of Engineering.
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燧石投资管理（武汉）有限公司
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Profile bio
About Guanda Chen
Programming Skilled in Python, Java, and R. Strong sales professional graduated from University of Warwick. - Optimistic and cheerful, ENTJ-type personality in the MBTI test. Have strong self-motivation, teamwork spirit and adaptability, can quickly integrate into the new team, as well as certain advantages in communication and organization. - Highly skilled in data extraction, data cleaning, user profile profiling, data analysis, including but not limited to linear model, decision tree, logistic regression, funnel model, etc., and modeling prediction. Also have my own understanding of customer development and customer retention. Familiar and interested in mathematical modeling, have done projects on: Trading model by the way of turtle ,SIR model, Basic Monte Carlo model, Basic Geometric Brownian Motion model, Machine Learning Applied to Bike Sharing Demand Data, etc
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6 roles
Guanda Chen work experience
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Undergraduate Researcher
Project:Analyzing User Trading Behavior on Uniswap Blockchain ExchangeInvestigated user trading behaviors on the Uniswap blockchain exchange.Developed a Python-based API program to collect and analyze millions of liquidity and transaction data from 50 Uniswap pools.Analyzed trading behavior features, concluding insights on user popularity and acceptance, high participation in market activities, diverse user base across time zones, growth potential of USDC-related products, need for optimized trading strategies, and a 60% repeat transaction rate indicating favorability towards Stablecoins.
Jan 2023 - Oct 2023
Data Analyst
Refined and analyzed user inputs for a GPT-based AP history model, optimizing the AI model by extracting valuable information from prompts.Applied natural language processing techniques, including text segmentation, word tokenization, and irrelevant word removal for effective data preprocessing.Utilized Count Vectorizer and Latent Dirichlet Allocation models to uncover themes, characterize user demographics, and provide strategic guidance for product optimization.Conducted comprehensive analysis of large language models like Perplexity, Otter.ai, and Google Bard, assessing user experience and identifying product strengths and weaknesses.
Jul 2023 - Sep 2023
Financial Analyst
Hot Spot Written report: Have written over ten analytical reports on different industries or topics by collecting key information and data from research and other business reports. Including but not limited to Fed rate hikes, UHMW-PE，Energy storage, Web3 New Media Operations: Operate company’s Media Channel, including topic selection, content writing, video recording, post-editing and platform uploading
Jul 2022 - Sep 2022
Coordinator
• Collaborated with Warwick Career Services, organized career talks, selected as student representative to attend career event, managed a community of over 200 people, and published job information across various industries• Planned and organized an Entrepreneurial competition and a round table forum with the theme of the metaverse, completed a series of tasks from event planning, promotional activities, guest invitations, content development, to event execution
Oct 2021 - Mar 2022
User Researcher
• Identified customers’ main demands using SPSS to analyze customers’ occupations, immigration types and immigration location and so forth and used bar chart and pie chart to visualize the distribution of the analyzed variables• Regularly wrote analytic reports based on the finding of customers’ new demands and discussed with technology team on improving the company’s UI updates based on my findings• Constructed user persona models based on the analysis of data, minted potential customers with immigration needs using LinkedIn Sales Navigator, and extracted highly potential customers by matching them with the user persona models
May 2021 - Jul 2021
3 education records
Guanda Chen education
Master Of Science - Ms, Applied Data Science
Bachelor Of Science - Bs, Mathematics
Bachelor Of Science - Bs, Mathematics
FAQ
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What company does Guanda Chen work for?
Guanda Chen works for 燧石投资管理（武汉）有限公司.
What is Guanda Chen's role at 燧石投资管理（武汉）有限公司?
Guanda Chen is listed as Final year Math student at University of Warwick | Incoming USC MSc in applied data science | Certificate in Quantitative Finance | Machine Learning, Quantitative developer, Data Analysis at 燧石投资管理（武汉）有限公司.
Where is Guanda Chen based?
Guanda Chen is based in Coventry, England, United Kingdom while working with 燧石投资管理（武汉）有限公司.
What companies has Guanda Chen worked for?
Guanda Chen has worked for 燧石投资管理（武汉）有限公司, University Of Warwick, Metissa.Ai, Guotai Junan Securities Co., Ltd, and Warwick Chinese Society.
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What schools did Guanda Chen attend?
Guanda Chen holds Master Of Science - Ms, Applied Data Science from Usc Viterbi School Of Engineering.
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