Christopher Smith

Data Strategy & Analytics Leader

New York City Metropolitan Area

About

• Python | SQL | Alteryx | Power BI | Tableau | Machine Learning • LLMs | Generative AI | NLP | Deep Learning | Neural Networks • COO Reporting | Front Office | Middle Office | Compliance Operations • Risk Management | Market Risk | Operational Risk | Basel III • FIX Protocol | Bloomberg | Refinitiv | FactSet Experienced across the full trade lifecycle — from pre-trade analytics and execution algorithms to post-trade settlement, reconciliation, and regulatory reporting (MiFID II, Dodd-Frank, EMIR). Trading Technology | RegTech | AI/ML in Finance | Capital Markets Analytics | Quant Research Specialties: Capital Markets | Institutional FX | Equities Execution | Trade Surveillance | Regulatory Compliance | Python | SQL | Alteryx | Power BI | LLM | Generative AI | NLP | Deep Learning | Machine Learning | AML | KYC | RegTech | Financial Crimes | Bank of America Merrill Lynch | Northern Trust | MUFG | COO Reporting | Front Office | Data Infrastructure | MiFID II | Dodd-Frank | EMIR | Bloomberg | Refinitiv | FactSet | Order Management | Risk Management

Experience

  • Senior Consultant, Data Science at K2 Integrity
    May 2025 - Present · 1 yr 2 mos

    Morgan Stanley Data Science and AI Data Product Development.

  • Senior Analyst, Data Science at American Express
    Apr 2022 - Apr 2025 · 3 yrs 1 mo

    Rule based Transaction Monitoring Optimization using Data Science.

  • Student, Data Science at Columbia Engineering
    Jun 2018 - Mar 2022 · 3 yrs 10 mos

    Applied Data Science focusing on Python, SQL, Statistical Analysis.

  • Investment Associate, AVP at MUFG
    May 2017 - Jun 2018 · 1 yr 2 mos

    Regulatory Reporting automation effort.

  • Senior Analyst at Northern Trust Corporation
    Mar 2016 - May 2017 · 1 yr 3 mos

    Institutional Foreign Exchange Accounting and trade management.