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Experienced data scientist, quant, and developer in finance.Experienced in constructing and deploying prediction models for eSports betting.Skilled in Python, statistical/ML modeling, Java/Kotlin, and Haskell.
Advent
View- Website:
- adventinternational.com
- Employees:
- 1273
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Director - Ai Engineering LeadAdventNew York, Ny, Us -
Quantitative DeveloperCitadel Jul 2024 - PresentMiami, Florida, Us -
Vice PresidentGoldman Sachs Dec 2022 - Jul 2024New York, New York, UsLed team of 6 strategists across quant research and quant development to augment the private real estate investing business.Quant research: rent and demand forecasting using alt data, private CRE backtesting framework, real estate data vendor quality evaluation, LLM-based structured data extraction from private offering documentsQuant dev: architected ETL strategy leveraging AWS GLUE (Scala, Spark), automatically ingesting dozens of datasets each month at the terabyte scale to support the entire private real estate investing business -
Associate StrategistGoldman Sachs Jan 2021 - Dec 2022New York, New York, UsLed quant research & development of strategic real estate data science platform for the Private Real Estate investing group, using statistical modeling and alternative data to predict market & property trajectory, identify prospective markets, and augment due diligence with predictive analytics.Python, ML, statistical modeling and real estate.Applied alternative datasets and statistical modeling to support due diligence and value creation initiatives at portfolio companies.Python, pandas, statistical analyses, geospatial analytics -
Analyst StrategistGoldman Sachs Feb 2019 - Dec 2020New York, New York, UsStrategist in the Merchant Banking DivisionBuilt tools for private market analytics, analyzing drivers of returns and performing sensitivity analyses(Java, Kotlin, Javascript, Python, R, MongoDB)Built production-grade web application for projecting unlevered and levered loan returns andautomating fund allocationBuilt tool to inject calibration and simulation into pre-existing Excel financial models, allowing fora probabilistic view of key credit and operating metrics (Excel, VBA)Applied Bayesian models for understanding trends in company operating metrics (Python, R) -
Summer Tech AnalystGoldman Sachs May 2018 - Aug 2018New York, New York, UsInvestment Banking Division - Tech Analyst -
Research AssistantMcgill University - Desautels Faculty Of Management Oct 2016 - Jun 2017Montreal, Quebec, CaPerformed web scraping and time series analysis in Python (using Pandas) for cryptocurrency dataResearched and collected data on cryptocurrency derivativesAnalyzed arbitrage relationships in cryptocurrencies -
Summer Technology AnalystMorgan Stanley May 2016 - Aug 2016New York, Ny, UsWorking on UI team on internal trading software. Development primarily in C# on the .NET framework. -
Undergraduate Research Assistant - Computer ScienceMcgill University Research Jan 2016 - Apr 2016Montreal, Qc, CaWorking under Dr. Muthucumaru Maheswaran, assisting in research pertaining to utilizing social factors in securing and managing networked systems. -
Ceo And Co-FounderAhvoda Nov 2014 - Sep 2015Ahvoda is an employment-on-demand tool designed to help restaurants manage the dirty work without compromising on customer service.
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Business AnalystSweetiq Analytics Corp. Mar 2014 - Nov 2014Montreal, Quebec, CaI'm a Business Analyst at SweetiQ. My responsibilities include:- Curating data for listings databases- Generating client Powerpoint presentations- Providing deliverables for clients- Researching studies to support pitches to prospective clients -
InternNielsen Shanghai Jul 2013 - Aug 2013As an intern my responsibilities included:- Retrieving data from databases to support presentations for clients- Assisting in generating presentations for existing clients- Assisting in conference calls with clients
Kevin Li Education Details
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Columbia UniversityOperations Research -
Mcgill UniversityMajor Finance And Minor Computer Science -
International School Of Beijing
Frequently Asked Questions about Kevin Li
What company does Kevin Li work for?
Kevin Li works for Advent
What is Kevin Li's role at the current company?
Kevin Li's current role is Director - AI Engineering Lead.
What is Kevin Li's email address?
Kevin Li's email address is ke****@****ley.com
What is Kevin Li's direct phone number?
Kevin Li's direct phone number is +160499*****
What schools did Kevin Li attend?
Kevin Li attended Columbia University, Mcgill University, International School Of Beijing.
Who are Kevin Li's colleagues?
Kevin Li's colleagues are Fany Travail, David B, Mohammed Khan, Sheila J, Ruicheng (Charlie) Sun, Abigail Scott, Stephanie Walker.
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