Anthony Van Roost

Product Manager

Leuven, Flemish Region, Belgium4 yrs experience

Key Highlights

Expert in quantitative finance and cryptocurrency trading.
Developed advanced market-making strategies using machine learning.
Proven track record in enhancing trading performance.

Stackforce AI infers this person is a Fintech expert specializing in quantitative trading and algorithmic strategies.

Contact

Skills

Core Skills

Cryptocurrency Market MakingQuantitative FinanceData AnalysisCryptocurrency TradingFinancial Risk Management

Other Skills

AWSAlgorithmic trading strategiesData scienceDynamic crypto market-making strategyFinancial AnalysisHigh-Frequency TradingMachine LearningMachine learningMarket-making servicesMicrosoft ExcelPythonSoftware DesignSoftware Development Methodologies

About

Experience

Chiliz

Quantitative Researcher

Jun 2025 – Present · 9 mos

Self-employed

Quantitative Researcher/Trader

Feb 2024 – Present · 2 yrs 1 mo

Developed an advanced dynamic crypto market-making strategy based on
an extension of the Avellaneda-Stoikov model, leveraging scientific research
and Machine Learning.

Dynamic crypto market-making strategyMachine LearningCryptocurrency Market MakingQuantitative Finance

Keyrock

2 roles

Cryptocurrency Quantitative Researcher & Trading Specialist

Promoted

Aug 2022 – Feb 2024 · 1 yr 6 mos · Brussels, Brussels Region, Belgium

Developed and applied data science and machine learning models to predict
and improve medium- and high-frequency algorithmic trading performance.
Enhanced trading performance and infrastructure efficiency through a
data-driven approach, using Python and its associated libraries, and AWS.
Conducted research on trading algorithms, staying current with
advancements through research papers, and implemented optimizations to
improve algorithmic performance.
Delivered detailed performance reports and analysis to clients, providing
actionable insights on trading operations and aligning updates with their
specific requirements and objectives.

Data scienceMachine learningPythonAWSQuantitative FinanceData Analysis

Cryptocurrency Quantitative Trader

Feb 2022 – Jul 2022 · 5 mos · Brussels, Brussels Region, Belgium

Developed, implemented, and managed algorithmic trading strategies and
market-making services, including rigorous backtesting, portfolio
management, and risk analysis.
Monitored trading activities and portfolio performance, using data analysis
to adjust parameters to optimize profitability and operational stability.
Contributed to maintaining seamless market-making operations by identifying and addressing potential inefficiencies in real-time.

Algorithmic trading strategiesMarket-making servicesData analysisCryptocurrency TradingFinancial Risk Management