AI agent development
Design, implementation and deployment of LLM-based agents for document processing, internal automation, research, support and operational workflows. Built with explicit guardrails, evaluation harnesses and integration with existing systems.
- Retrieval-augmented generation pipelines
- Tool-using agents with structured outputs
- Evaluation, monitoring and cost control
Data engineering & preparation
End-to-end workflows for collecting, cleaning, transforming and structuring datasets at scale, including projects exceeding 100 GB. Suitable for analytics, model training and migration programs.
- ETL and ELT pipelines
- Schema design and data quality controls
- Document, text and tabular data preparation
Custom software development
Internal applications, customer-facing platforms, APIs and integrations. Built with conventional, maintainable stacks and documented for the long term.
- Web applications and back-office tools
- APIs, integrations and automation
- Cloud infrastructure and deployment
Technology audits
Independent reviews of existing systems: codebase quality, architecture, security posture, infrastructure cost and operational risk. Delivered as written reports with prioritized recommendations.
- Code and architecture review
- Security and dependency assessment
- Cost and reliability evaluation