Anthony De Ruiter
Financial Specialist
(Alberta, Canada)

As a financial & accounting specialist, I strive to contribute solutions that encourage scalable growth opportunities across traditional and emerging markets.
(About Me)
(What I do)
Quantitative Research
Leveraging statistical programming and machine learning, I drive data collection across financial markets, derivatives, and agricultural commodities. Through advanced quantitative methodologies, I develop pricing models, identify alpha opportunities, and optimize portfolio strategies using probabilistic forecasting and risk analysis.
Corporate Accouting
Integrating accounting principles with automation technologies, I streamline financial reporting and enhance operational accuracy. Through ERP implementation, automated reconciliations, and intelligent compliance monitoring, I optimize accounting workflows while ensuring GAAP adherence and audit readiness.
Data Science
Utilizing machine learning, predictive analytics, and statistical modeling, I transform complex financial datasets into strategic insights. Through Python, R, and advanced visualization tools, I develop predictive models for risk assessment and performance optimization, enabling evidence-based decision-making across finance and investment domains.
Adaptive Optimization
Using multivariate analysis, machine learning, and AI optimization, I develop intelligent solutions addressing complex financial performance challenges. By integrating automated workflows with predictive modeling, I create scalable frameworks optimizing portfolio allocation and process automation across finance, agriculture, and technology sectors.

Corporate Accounting & Financial Systems
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Combining traditional accounting expertise with advanced analytical methodologies, I streamline financial operations and enhance reporting accuracy. My approach integrates automated reconciliation processes and comprehensive internal controls to optimize month-end procedures and ensure regulatory compliance. Through systematic ERP implementation, I deliver measurable efficiency improvements while maintaining the highest standards of financial integrity.
Automated Reconciliation & Reporting Systems
Internal Controls & Compliance Management
Financial Statement Preparation & Analysis
ERP Implementation & Process Optimization
Corporate Accounting & Financial Systems
Corporate Accounting & Financial Systems
Corporate Accounting & Financial Systems
Corporate Accounting & Financial Systems
Corporate Accounting & Financial Systems
Corporate Accounting & Financial Systems
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Securities & Derivatives
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Combining advanced computational techniques with deep market insights, I deliver innovative financial solutions for comprehensive investment management across equities and derivatives. Utilizing R-based analytics and algorithmic execution methods rooted in liquidity reversion and behavioral factor models, I specialize in ETF selection, index additions, and valuation-based restructuring. My approach leverages quantitative analysis and market microstructure understanding to enhance portfolio performance and risk-adjusted returns.
Market Microstructure & Execution
Big Data Analytics
Reporting & Valuation
Risk Management
Securities & Derivatives
Securities & Derivatives
Securities & Derivatives
Securities & Derivatives
Securities & Derivatives
Securities & Derivatives

Corporate Investment Analytics
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Utilizing advanced quantitative methods and computational techniques, I identify and capitalize on high-growth opportunities in private markets. My approach focuses on creating value through strategic acquisitions, operational improvements, and financial restructuring. Emphasizing thorough due diligence, portfolio diversification, and well-planned exit strategies, I aim to optimize investor returns while effectively managing risks.
Deal Origination & Structuring
Due Diligence & Risk Assessment
Synergy Reporting & Multiples Valuation
Exit Strategies & Value Realization
Corporate Investment Analytics
Corporate Investment Analytics
Corporate Investment Analytics
Corporate Investment Analytics
Corporate Investment Analytics
Corporate Investment Analytics
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AI Engineering & NLP Solutions
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Utilizing cutting-edge machine learning algorithms and predictive analytics, I develop intelligent financial AI solutions that transform complex data into actionable insights. My methodology leverages advanced techniques including RAG (Retrieval Augmented Generation) and LoRA (Low-Rank Adaptation) for enhanced model performance. By integrating PyTorch, TensorFlow, Langchain, and cloud-native architectures, I create scalable solutions that drive measurable ROI improvements.
MLOps & Production Model Deployment
AI Product Lifecycle & Containerized Deployment
ML Pipeline Development & Generative AI Integration
Natural Language Processing
AI Engineering & NLP Solutions
AI Engineering & NLP Solutions
AI Engineering & NLP Solutions
AI Engineering & NLP Solutions
AI Engineering & NLP Solutions
AI Engineering & NLP Solutions
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Energy & Agricultural Finance
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Leveraging advanced strategic learning systems, I accurately measure agricultural variables and predict crop output, storage capacity, and productivity. My strategies encompass precise commodity reserve estimation, commodity assays, and transport arbitrage, all integrated with predictive analytics. These insights are utilized within options, futures, and exchange markets to optimize financial outcomes through hedging and adaptive trading strategies.
Advanced Risk Modeling
Innovative Agricultural Design
Strategic Hedging & Arbitrage
Comprehensive Portfolio Management
Energy & Agricultural Finance
Energy & Agricultural Finance
Energy & Agricultural Finance
Energy & Agricultural Finance
Energy & Agricultural Finance
Energy & Agricultural Finance
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Blockchain Security
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I develop advanced trading and optimization models that harness on-chain data to identify and capitalize on valuation opportunities. My expertise includes backend development, with a focus on seamless integration and enhancing security for decentralized applications. I also lead innovative projects in end-to-end validation, cryptographic solutions, and the securitization of digital assets using cutting-edge blockchain technology.
Decentralized Application Development
Cryptography & Security
On-Chain Data Analytics & Optimization
End-to-End Validation & Securitization
Blockchain Security
Blockchain Security
Blockchain Security
Blockchain Security
Blockchain Security
Blockchain Security
(My Clients)
Exceptional digital design and user experience.
Bent's digital design skills are unmatched. He transformed our website into a beautiful and functional work of art that exceeded our expectations.
Art direction that captured our essence.
Working with Bent on art direction was a pleasure. He listened to our ideas and brought his creativity to the table, resulting in a stunning visual brand identity.
Bent's interaction design expertise delivered.
Bent's interaction design made our app user-friendly and intuitive. His creativity and attention to detail resulted in a product that exceeded our expectations
Captivating motion design that brought our brand to life.
Bent's motion design is exceptional. He brought our brand to life with stunning animations that captivated our audience.