Lake Shore Dynamics

Lake Shore Dynamics

Lake Shore Dynamics

Revolutionize your trading practice with our generative AI platform

Revolutionize your trading practice with our generative AI platform

Revolutionize your trading practice with our generative AI platform

Our Mission

Our Mission

We seek to give traders access to unlimited contemporary data and the most realistic sense of their market impact

Costly trading infrastructure?

Save on expensive back office development with a superior technology that fits neatly in your tech stack

Limited relevant data?

Test strategies on unlimited scenarios based in the contemporary market context

Unpredictable market impact?

Simulate market impact using our Strategy Gym to get the most accurate estimate of your alpha

Move beyond the limitations of backtesting

Move beyond the limitations of backtesting

Cutting-Edge Technology

Cutting-Edge Technology

Proprietary Generative AI

Proprietary Generative AI

High performance, cutting-edge models built on high-frequency data

Interactive Strategy Gym

Interactive Strategy Gym

Impute strategies directly into our model to simulate market impact

Data-Agnostic Framework

Data-Agnostic Framework

Many potential applications, including other securities, geopolitical event prediction and news modeling

Team

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Daniel Gold

CEO

Master’s graduate with a degree in CAM from University of Chicago, with a foundation in economics and mathematics from Mount Allison University. As an M&A researcher at Constellation Software, Daniel sourced potential acquisitions, engaging CEOs, VC, PE and decision makers. Daniel's primary responsibilities are customer acquisition, product management and statistical research.

Daniel Gold

CEO

Master’s graduate with a degree in CAM from University of Chicago, with a foundation in economics and mathematics from Mount Allison University. As an M&A researcher at Constellation Software, Daniel sourced potential acquisitions, engaging CEOs, VC, PE and decision makers. Daniel's primary responsibilities are customer acquisition, product management and statistical research.

Ruihong Huang

CTO

PhD in Applied Econometrics from Humboldt University in Berlin. Ruihong has extensive experience in quant trading, having served in senior roles at Credit Suisse, Barclays and UBS. During his PhD, Ruihong founded LOBSTER Data, the preeminent dataset in academic limit order book research. Ruihong’s expertise centers around high frequency data. Ruihong’s role is as technology team lead and CTO.

Ruihong Huang

CTO

PhD in Applied Econometrics from Humboldt University in Berlin. Ruihong has extensive experience in quant trading, having served in senior roles at Credit Suisse, Barclays and UBS. During his PhD, Ruihong founded LOBSTER Data, the preeminent dataset in academic limit order book research. Ruihong’s expertise centers around high frequency data. Ruihong’s role is as technology team lead and CTO.

Eran Cohen

Developer

Graduated Summa Cum Laude from the Technion with a BSc in Computer Science. Eran is a Software Engineer with expertise in developing simulations, computer graphics frameworks, and high-performance distributed database systems, gained through his work in the Israeli defense industry at Rafael and later at Microsoft.

Eran Cohen

Developer

Graduated Summa Cum Laude from the Technion with a BSc in Computer Science. Eran is a Software Engineer with expertise in developing simulations, computer graphics frameworks, and high-performance distributed database systems, gained through his work in the Israeli defense industry at Rafael and later at Microsoft.

Andrew Dennehy

AI

Third year PhD student in Computational and Applied Mathematics (CAM) at the University of Chicago, holding an Honors degree in applied mathematics from UC San Diego. Andrew's expertise lies in machine learning and statistical methods, honed through his extensive professional experience as an ML Engineer at Leidos Inc. His primary role involves leading the development of innovative experimentation frameworks and generative AI models.

Andrew Dennehy

AI

Third year PhD student in Computational and Applied Mathematics (CAM) at the University of Chicago, holding an Honors degree in applied mathematics from UC San Diego. Andrew's expertise lies in machine learning and statistical methods, honed through his extensive professional experience as an ML Engineer at Leidos Inc. His primary role involves leading the development of innovative experimentation frameworks and generative AI models.

Andrew Dennehy

AI

Daniel Gold

CEO

Ruihong Huang

CTO

Eran Cohen

Developer

Daniel Gold

CEO

Master’s graduate with a degree in CAM from University of Chicago, with a foundation in economics and mathematics from Mount Allison University. As an M&A researcher at Constellation Software, Daniel sourced potential acquisitions, engaging CEOs, VC, PE and decision makers. Daniel's primary responsibilities are customer acquisition, product management and statistical research.

Daniel Gold

CEO

Master’s graduate with a degree in CAM from University of Chicago, with a foundation in economics and mathematics from Mount Allison University. As an M&A researcher at Constellation Software, Daniel sourced potential acquisitions, engaging CEOs, VC, PE and decision makers. Daniel's primary responsibilities are customer acquisition, product management and statistical research.

Ruihong Huang

CTO

PhD in Applied Econometrics from Humboldt University in Berlin. Ruihong has extensive experience in quant trading, having served in senior roles at Credit Suisse, Barclays and UBS. During his PhD, Ruihong founded LOBSTER Data, the preeminent dataset in academic limit order book research. Ruihong’s expertise centers around high frequency data. Ruihong’s role is as technology team lead and CTO.

Ruihong Huang

CTO

PhD in Applied Econometrics from Humboldt University in Berlin. Ruihong has extensive experience in quant trading, having served in senior roles at Credit Suisse, Barclays and UBS. During his PhD, Ruihong founded LOBSTER Data, the preeminent dataset in academic limit order book research. Ruihong’s expertise centers around high frequency data. Ruihong’s role is as technology team lead and CTO.

Eran Cohen

Developer

Graduated Summa Cum Laude from the Technion with a BSc in Computer Science. Eran is a Software Engineer with expertise in developing simulations, computer graphics frameworks, and high-performance distributed database systems, gained through his work in the Israeli defense industry at Rafael and later at Microsoft.

Eran Cohen

Developer

Graduated Summa Cum Laude from the Technion with a BSc in Computer Science. Eran is a Software Engineer with expertise in developing simulations, computer graphics frameworks, and high-performance distributed database systems, gained through his work in the Israeli defense industry at Rafael and later at Microsoft.

Andrew Dennehy

AI

Third year PhD student in Computational and Applied Mathematics (CAM) at the University of Chicago, holding an Honors degree in applied mathematics from UC San Diego. Andrew's expertise lies in machine learning and statistical methods, honed through his extensive professional experience as an ML Engineer at Leidos Inc. His primary role involves leading the development of innovative experimentation frameworks and generative AI models.

Andrew Dennehy

AI

Third year PhD student in Computational and Applied Mathematics (CAM) at the University of Chicago, holding an Honors degree in applied mathematics from UC San Diego. Andrew's expertise lies in machine learning and statistical methods, honed through his extensive professional experience as an ML Engineer at Leidos Inc. His primary role involves leading the development of innovative experimentation frameworks and generative AI models.

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