Orian Consulting
AI Engineering · Applied Mathematics · Language Systems
I help technical teams ship reliable AI systems and build mathematically grounded solutions where correctness, performance, and maintainability matter—especially in data-heavy and language-centric products.
Services
Focused, implementation-oriented work for product and engineering teams.
- AI engineering: model integration, inference pipelines, evaluation harnesses, and production-grade tooling (Python-focused).
- Language systems: retrieval + ranking, embedding pipelines, document processing, and structured outputs for LLM workflows.
- Applied mathematics: optimization, numerical methods, time-series modelling, and uncertainty-aware forecasting.
- Data work: data validation, analytics-ready schemas, and pragmatic pipelines (Python/SQL).
- Technical advisory: architecture reviews, model/data strategy, and “second set of eyes” on complex implementations.
Typical deliverables: reviewed PRs, reference implementations, evaluation reports, reproducible experiments, and clear handover documentation.
Engagement
Available for contract-based work with international teams. Remote-first, with time zone alignment to Europe/Copenhagen.
- Short engagements (1–3 weeks): audits, prototyping, evaluation setup, architecture review.
- Build engagements (4–12 weeks): shipping a scoped system end-to-end with measurable acceptance criteria.
- Retainer: ongoing implementation support, model/data iteration, and team enablement.
Preferred working style: written problem statement, explicit constraints, clear acceptance tests, and tight feedback loops.
Contact
Email: contact@orian.consulting
Include: context, current stack, constraints (security/compliance), timeline, and what “done” looks like.