Expert Quantitative Finance Consulting
Regulatory alignment, precision modeling, and AI-driven solutions
Founded by Li Yin (CFA, FRM), Quantiland delivers compliant, defensible models and innovative AI solutions for financial institutions—with precision and transparency.
Delivering results in regulated banking
Hands-on delivery across modelling, validation, and governance for Dutch and European banks.
IFRS 9 and Stress Testing
Led redevelopment of core components, defended models through validation, and closed legacy findings.
AIRB and TRIM Readiness
Integrated supervisory expectations into methodology and documentation; built evidence packs that withstand scrutiny.
AI for Risk and Compliance
Designed secure RAG and policy assistants to accelerate regulatory interpretation and internal controls.
Program Delivery
Coordinated cross-functional teams (model owners, validation, audit, IT) to land outcomes on time.
What we do
Pragmatic services that map 1:1 to delivery outcomes.
Financial Modelling
IFRS 9 and AIRB models with clear methodology, testing, and documentation.
Model Validation
Independent assessments, challengers, and remediation plans aligned with policy.
Regulatory Consulting
AIRB, IFRS 9, TRIM readiness with evidence packs and governance alignment.
AI Solutions
RAG chatbots and document intelligence with bank-grade guardrails.
Data Science & Software
Analysis, dashboards, and bespoke tools that scale with your stack.
Project Management
End-to-end delivery, stakeholder alignment, and transparent reporting.
Education & Certifications
CFA and FRM charterholder. Solid technical foundation.
Professional
CFA Charterholder; FRM Charterholder
Combining rigorous finance with practical risk management.
Academic
Engineering Doctorate, Technical University of Delft
Engineering mindset applied to finance and data.
What drives us
Principles that keep delivery practical and defensible.
Precision
Clear methods, reproducible results, and tight controls.
Pragmatism
Right-sized solutions that fit governance and timelines.
Integrity
Transparent decisions, strong documentation, and accountability.
Need help with models, validation, or AI?
Let’s scope your needs and design a pragmatic plan that aligns outcomes with governance and timelines.