Algorithmic & Electronic Trading

Algorithmic &

Electronic Trading

Former senior executives and practitioners from leading investment banks, hedge funds, and commercial banks — specialists in algorithmic and systematic trading, electronic execution, and market microstructure.

PRACTICE AREA · EXPERT WITNESS & CONSULTING

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About this practice

PRACTICE OVERVIEW

Our team brings a wealth of experience, covering 19 countries and 40 exchanges with a portfolio of over 750,000 products. They've served on the boards of prestigious institutions like the Boston Stock Exchange and the American Stock Exchange and have been active advisors on various industry committees.

They played a crucial role in developing and implementing market conduct risk management frameworks specifically for algorithmic trading systems — thorough assessments of trading platforms to identify potential risks and scorecard-based monitoring systems to improve risk evaluation consistency.

Key focus areas include high-frequency trading, internalization and dark pools, central risk books, portfolio and operational risk management, trading automation, payment for order flow, and natural language processing applied to trading documentation.

SEDA’s practitioners are engaged by law firms navigating FINRA, SEC, or FCA proceedings, as well as by trading firms seeking independent assessment of their electronic trading infrastructure. These engagements include the design and review of algorithmic trading governance frameworks, conduct risk controls, and surveillance systems. Across all mandates, SEDA’s practitioners bring consistent front-office authority, supporting clients from pre-litigation strategy through regulatory engagement and operational remediation.

WHY SEDA

Coverage of 19 countries and 40 exchanges with over 750,000 products — former heads of algorithmic trading at Goldman Sachs, Deutsche Bank, and leading hedge funds.

Board experience at the Boston Stock Exchange and American Stock Exchange — active advisors on industry committees governing electronic trading standards.

Deep expertise in market abuse, surveillance, HFT, order flow, dark pools, and NLP for trading documentation analysis.

SUB-PRACTICE AREAS

Areas of expertise

Algorithmic & Systematic Trading

Related: Securities & Derivatives · Risk Management

Market Conduct & Risk Frameworks

Related: Investigation & Regulatory Enforcement · Compliance

Market Microstructure & Execution

Related: Capital Markets · Securities & Derivatives

Equity derivatives, portfolio risk, statistical arbitrage, HFT, payment for order flow, exchanges, automated trading controls, and operational risk management across global markets.

HFT, internalization and dark pools, central risk books, best execution, exchange mechanics, order routing, and market impact analysis across cash equities, options, futures, and ETFs.

Development and implementation of market conduct risk management frameworks for algorithmic trading systems — scorecard-based assessments, monitoring systems, and remediation strategies.

Financial engineering, quantitative modelling, machine learning and AI applied to trading systems — including NLP for analyzing trading documentation and identifying risky behavior in real-time.

Quantitative Analysis & AI

Related: Risk Management · Securities & Derivatives

Related Experts

Todd Hohman

Bio

Managing Director

Todd Hohman has over 25 years of experience in financial markets, specializing in algorithmic and systematic trading and execution across equities, options, futures, and ETFs, with expertise in high-frequency trading, dark pools, central risk books, trading automation, risk management, and payment for order flow.

Former

Goldman Sachs - Head EMEA One Delta Trading and Execution, Co-Head Global Systematic Trading. Head Global Quant Vol

Peter Selman

Bio

Managing Partner

Peter Selman has over 25 years of experience in the finance industry spanning global equities and derivatives, as the former Head of Global Equities at Deutsche Bank, and the Co-head of Global Equity Trading at Goldman Sachs.

Former

Deutsche Bank - Global Head of Equity

Goldman Sachs - Co-Head of Global Equity Trading

Slim Bentami

Bio

Managing Director

Slim Bentami has 30+ years of experience in finance, primarily at Goldman Sachs, where he co-founded and led Model Risk and Market Risk & Capital Quantification. He specializes in valuation and risk models across asset classes, as a model developer, validator, and user.

Former

Concourse Labs - Head of Analytics and AI

Goldman Sachs - Global Head of Market Risk and Capital Quantification

David Baker

Bio

Managing Director

David Baker is a senior equity trading expert having traded for over 35 years across multiple buy-side and sell-side roles. He has extensive experience in long/short equity strategies, portfolio trading, and U.S. as well as international equity markets.

Former

Weiss Multi Strategy - Portfolio Manager, Partner

Perella Weinberg Partners, Asset Management - Portfolio Manager, Partner

Deutsche Bank, DB Alternative Trading - Portfolio Manager, Managing Director

Deutsche Bank, DB Alex Brown (Natwest) - Global Head of Equity Cash and Portfolio Trading, Managing Director

Dylan Roy

Bio

Managing Director

Dylan Roy is a fixed income expert with a 30-year career spanning foreign exchange, rates, and risk management. After a decade trading interest rate products globally, he held senior roles at UBS, including Americas Head of FX, Rates and Credit, and later Global Co-Head of Fixed Income Trading.

Former

UBS - Managing Director, Global Co-Head of Fixed Income Trading

UBS - Americas Head of Foreign Exchange, Rates, and Credit

Alejandro Duarte, Ph.D.

Bio

Managing Director

Dr. Alejandro Duarte is a seasoned professional with a wealth of hands-on expertise in trading, hedging, risk management, and quantitative modelling across diverse asset classes. His career spans the design and development of sophisticated analytics and tools, culminating in his recent focus on algorithmic electronic trading systems.

Former

Standard Chartered Bank - Quant Algo Trading BA/PM

Deutsche Bank - Lead Quantitative Strategist - Electronic & Algorithmic Trading Controls

Hugh Clark

Bio

Managing Director

Hugh Clark is a trading expert with a career spanning multiple asset classes and both buy-side and sell-side roles. He spent 18 years as CIO responsible for strategies and trading at a boutique FX hedge fund. In recent years he operated as a leading expert on market abuse and trade surveillance advising tier 1 banks on detection strategy and system design.

Former

Scotiabank - Expert Advisor

HSBC - Expert Advisor

Arbiter Fund Managers Limited - Co-funder and Chief Investment Officer

Richard Adams

Bio

Managing Director

Richard Adams has over 35 years of experience in global financial markets, with a focus on trading, investment management, and systematic strategy development. He has largely focused his experiences within liquid markets, particularly FX, Fixed Income and Futures, but has also spent time living in and trading Emerging Markets.

Former

Citi - Managing Director and Head of Systematic Proprietary Trading

Rubin Rajendram

Bio

Managing Director

Rubin Rajendram has 25+ years of global experience in quantitative finance, derivatives trading, risk management, and model development. His expertise spans interest rates, FX, credit, inflation, and equity derivatives, with a focus on exotic and hybrid products and advanced analytics. He has worked across major financial centers including Singapore, Sydney, New York, London, and Hong Kong.

Former

Goldman Sachs - Executive Director

Deutsche Bank - Director

Royal Bank of Scotland - Head, Rates + FX Index Trader/Structurer Head, USD and EUR Rates Exotics

Jeff Zorek

Bio

Managing Director

Jeff Zorek is a capital markets expert with a distinguished career in electronic trading and prime services. He has worked on key developments such as integrating execution with portfolio leverage and white-labeling trading, financing, and custody services. He has held senior roles at Lehman Brothers, Nomura International, and Goldman Sachs.

Former

Saxo Bank - Head of Prime Brokerage, Saxo Advanced Solutions

Chief Operating Officer- Global Distribution and Client Services

Nomura International PLC - Managing Director

Matt Sekerke, Ph.D.

Bio

Managing Director

Matt Sekerke focuses on economic litigation, financial economics, and regulatory issues in financial services. He specializes in valuation models, risk management systems, econometrics, and the application of AI and machine learning, with expertise across fixed income, derivatives, and structured finance.

Former

Hiddenite Capital Partners - Senior Macro Advisor

PwC - Director

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