Clarity for the
Complex.

Maintained and extended a data pipeline for a music streaming platform. Worked across AWS CDK, Step Functions, EMR Serverless, Spark, and Scala to keep the pipeline reliable and cost-efficient at scale.

Ingested IoT device data into Azure Data Explorer and made it available to apps, dashboards, and analytics consumers. Optimized ADX performance and validated incoming data against Digital Twin metadata to maintain integrity.

Built end-to-end pipelines from source systems to a business-facing data warehouse. Used Databricks and PySpark to generate code across similar ADX pipeline patterns, and implemented data validation and quality controls.

Led the collection and processing of biological data from multiple sources into a Neo4J knowledge graph. Delivered search, insight, and collaboration tooling to researchers through a custom-built frontend.

Built data processing pipelines using Scala and Databricks for a medtech company operating in clinical simulation. Focused on throughput reliability and clean separation between ingestion and transformation layers.

Built and deployed Data Science applications on AWS Fargate with MLflow for experiment tracking. Enabled the data science team to move models from development into production with repeatable infrastructure.

Collected operational metrics from GE Proficy Historian, processed them in Azure Data Explorer, and surfaced maintenance insights through a custom frontend used by Maintenance Engineers on offshore rigs.

Designed cloud infrastructure and data strategy for a precision instrument manufacturer. Delivered API management via OpenAPI/SwaggerHub, secured web applications with OAuth2/OpenID Connect, and coordinated offshore development teams across multiple workstreams.

Implemented lossless compression of SCADA telemetry data from wind turbines, reducing storage overhead without sacrificing the fidelity required for operational analysis.

Diagnosed and resolved performance bottlenecks in SQL Server and NHibernate query layers within a banking context where latency directly affected transaction throughput.

Integrated multiple legacy pension systems into a unified web portal using SOAP, WCF, and BizTalk. Managed the complexity of aligning disparate data models under a single consumer-facing interface.

Designed an SOA/ESB architecture and established a Design-First SOAP/WCF development process. Built tooling and standards that improved consistency across service interfaces in a government-scale system.

Designed and built proprietary software for insurance payment services, handling the business logic and integration requirements of a regulated financial services environment.

Sole developer and operator — responsible for the full software lifecycle from architecture through deployment and maintenance with no supporting team.

Developed and architected components of DACCIS, the Danish Army Command and Control System. Combined developer and architect responsibilities in a defence-grade software environment.

C# developer and technical solution architect on enterprise projects. Contributed to solution design and implementation across client engagements.

C++ developer across six years, building pharmaceutical software systems with a focus on correctness and long-term maintainability.

C and Delphi developer in an early commercial software environment, building practical applications across client requirements.

Clinical laboratory work across nine years in a hospital setting, building precision and process discipline that carries into data quality work today.