David Lawrence

David Lawrence

Cambridge, Massachusetts, United States
4K followers 500+ connections

About

Turning disconnected data into a strategic edge

💡 Is your cloud data solution…

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Experience

  • Simatree Graphic

    Simatree

    Cambridge, MA

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    Cambridge, MA

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    Cambridge, MA

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    Cambridge, MA

Education

  • Harvard Kenneth C. Griffin Graduate School of Arts and Sciences Graphic

    Harvard University Graduate School of Arts and Sciences

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    Activities and Societies: Harvard Business School Section C

    Academic & Research Focus

    • Advanced study in probability, statistics, and predictive modeling, with emphasis on applying quantitative methods to complex economic and business systems.

    Selected Experience & Applied Work

    • UBS: Securities Analyst: Credit Rating Agencies

    • Resource Planning Associates: Generated scenario prediction model, currently used by large reinsurance companies

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Licenses & Certifications

  • CDMP Master Graphic

    CDMP Master

    DAMA International®

    Issued Expires
  • Databricks Data Analyst Graphic

    Databricks Data Analyst

    Databricks

    Issued Expires
  • Snowflake SnowPro Advanced Architect Graphic

    Snowflake SnowPro Advanced Architect

    Snowflake

    Issued Expires
    Credential ID 50203215
  • Snowflake SnowPro Core Certification Graphic

    Snowflake SnowPro Core Certification

    Snowflake

    Issued Expires
    Credential ID S0024650

Publications

  • MAPM: The Multifractal Asset Pricing Model (Dissertation Manuscript)

    Business Economics Committee. Harvard Kenneth C. Griffin Graduate School of Arts and Sciences, Harvard University.

    MAPM: The Multifractal Asset Pricing Model (Dissertation Manuscript)

    • Business Economics Committee, Harvard Kenneth C. Griffin Graduate School of Arts and Sciences, Harvard University

    • Developing an original asset pricing framework that integrates multifractal dynamics, stochastic processes, and information field theory to model complex market behavior in modern financial systems.

    • Formulated a generator-driven, multifractal model that captures non-linear market…

    MAPM: The Multifractal Asset Pricing Model (Dissertation Manuscript)

    • Business Economics Committee, Harvard Kenneth C. Griffin Graduate School of Arts and Sciences, Harvard University

    • Developing an original asset pricing framework that integrates multifractal dynamics, stochastic processes, and information field theory to model complex market behavior in modern financial systems.

    • Formulated a generator-driven, multifractal model that captures non-linear market structures and evolving information dynamics, advancing traditional approaches to asset pricing.

    • Applied AI-assisted development (Snowflake Cortex, Copilot, Co.Co) alongside Python-based computational pipelines to support model exploration, validation, and iterative refinement.

    • Synthesized advanced mathematical theory with practical system design, bridging quantitative finance, machine learning concepts, and scalable data architecture.

    • Produced a comprehensive dissertation manuscript supported by structured documentation and metadata pipelines, ensuring clarity, reproducibility, and long-term extensibility of the research.

    • Positioned the model as a forward-looking framework for understanding asset behavior in complex, data-rich environments, with implications for predictive analytics and AI-driven financial systems.

Projects

  • Multifractal Asset Pricing Model

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    Multifractal Asset Pricing Model

    • Developed an advanced, generator-driven asset pricing model integrating multifractal structures, stochastic processes, and information field dynamics to simulate complex market behavior.

    • Engineered computational experiments using Python, Snowflake Cortex, and Copilot-assisted reasoning, enabling iterative modeling, validation, and refinement of theoretical constructs.

    • Synthesized mathematical theory with applied system design…

    Multifractal Asset Pricing Model

    • Developed an advanced, generator-driven asset pricing model integrating multifractal structures, stochastic processes, and information field dynamics to simulate complex market behavior.

    • Engineered computational experiments using Python, Snowflake Cortex, and Copilot-assisted reasoning, enabling iterative modeling, validation, and refinement of theoretical constructs.

    • Synthesized mathematical theory with applied system design, bridging quantitative finance, AI-assisted development, and scalable data architecture approaches.

    • Produced a comprehensive mathematical dissertation supported by a structured documentation pipeline (Manuscript Doctor™), ensuring clarity, reproducibility, and long-term extensibility of the model.

    • Demonstrated the application of advanced modeling techniques to real-world financial systems, reinforcing capabilities in predictive analytics, simulation, and AI-driven insight generation.

Languages

  • Russian

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  • Modern Greek

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  • Spanish

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Organizations

  • Association for Computing Machinery

    Active Member

    - Present

    The Association for Computing Machinery (ACM) is the world's largest educational and scientific computing society. Founded in 1947, ACM brings together computing educators, researchers, and professionals to advance computing as a science and a profession

  • Northeast Data Management Association

    VP Operations

    - Present

    I recruit speakers for chapter meetings on various Data Management topics, including Amazon Web Services, Cloud Technologies, Service Oriented Architecture, High Speed computing, and more. I have also made several presentations to members, and have given CDMP training classes.

  • Harvard Alumni Association

    Events and Programs, Reunions and Fundraising

    - Present

    The Harvard Alumni Association (HAA) is the official association for Harvard's alumni community, which includes over 400,000 members worldwide. It engages alumni through a wide range of events, including reunions, conferences, and social gatherings. I have specifically been involved in planning Class Reunions, and alumni fundraising

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