AWS Certified
Solutions Architect – Associate
- Cloud architecture
- Distributed systems
- Infrastructure design
- Networking
- Security
- Resilience
- High performance
- Cost optimisation
Turning rigorous research into intelligent systems.
About Intelligent Algorithms
Our mission: to turn rigorous research into intelligent systems that organisations can trust.
Our vision
We believe the most valuable machine learning is both research-grade and production-ready — explainable, robust and accountable. We bring discipline of peer-reviewed research to real-world systems and pragmatism of production engineering back to research.
Our journey
We began as an advisory practice in 2014, incorporated in 2018, delivering production analytics for institutional platforms, secured national space-agency research funding for explainable anomaly detection, partnering with leading universities to bring academia and industry together around hard problems in quantitative finance.
The domain is rarely the constraint — the mathematics of machine learning, optimisation and statistical reasoning transfers across fields, and we work wherever a problem is hard enough to be interesting. See the domains we cover.
Current technical credentials
We keep our cloud and ML engineering certifications current with production tooling as it evolves.
AWS Certified
Cloud Practitioner
- Cloud fundamentals
- Service portfolio
- Pricing models
- Support models
- Billing & cost
AWS Certified
AI Practitioner
- AI & ML fundamentals
- Generative AI
- Foundation models
- Responsible AI
- Security & compliance
- Model applications
AWS Certified
Machine Learning – Specialty
- SageMaker
- Data engineering
- Feature engineering
- Model training
- Hyperparameter tuning
- Deployment
- MLOps
- Model evaluation
AWS Certified · in progress 2026
Machine Learning Engineer
- Production ML
- ML pipelines
- Model operations
- Automation
- Scalable systems
Working with us
We take on senior engagements in AI: Machine Learning, Deep Learning, Data Science, Optimisation, Cloud Computing consulting (formulation, method selection, tuning, code review) and workshop-format teaching for data science teams. Enquiries are welcome.