Ilja Orlovs is the founder of Release.art, a software engineer in regulated industries, and a principal engineer with
over 16 years of experience designing, delivering, and reviewing systems used in high-trust environments.
His professional background spans financial services, asset management, insurance, research, and
infrastructure-intensive industries. As a fintech software architect, he focuses on systems where reliability,
auditability, and long-term operability are critical — including large-scale data platforms, document and knowledge
processing pipelines, cloud infrastructure, and AI- and ML-enabled workflows operating under regulatory scrutiny.
Ilja has worked within and alongside major UK financial institutions, leading engineering roles on fraud detection
platforms, document aggregation and NLP systems, and large-scale data ingestion pipelines processing billions of
events per day. His experience covers the full system lifecycle, from architecture and implementation through to
deployment, monitoring, and operational assurance.
A consistent theme throughout Ilja’s career has been building systems that can be explained, operated, and
defended over time. He has led infrastructure automation initiatives, designed reproducible data and ML
pipelines, and implemented governance-aware workflows that support audit, compliance review, and controlled change.
This includes designing and operating large Kafka-based event platforms, ML model deployment frameworks, and secure
cloud infrastructure across AWS and Azure environments.
More recently, Ilja has taken on work as an AI governance consultant, helping organisations navigate the gap between
AI capability and operational accountability. This includes advising on model oversight, audit trail design, and
integrating AI systems into compliance-aware workflows.
Rather than specialising in a single technology or domain, Ilja’s role typically involves bridging technical,
operational, and regulatory perspectives. He works closely with engineering teams, compliance and risk stakeholders,
and non-technical decision-makers to ensure systems align with both business objectives and governance expectations.
At Release.art, Ilja is responsible for technical direction, architecture decisions, and senior-level advisory work.
He is directly involved in client engagements, particularly where systems are business-critical, long-lived, or
subject to external oversight.
