Data platform engineeringData platform engineering
Ingestion & CDC Warehouse & lakehouse design Batch & streaming pipelines Airflow orchestration Infrastructure as code And more
Services & solutions
Data engineering and cybersecurity services
Supporting an existing data estate
Pipeline audit DAG & SQL review Incident triage Refactoring to templates Warehouse cost review And more
Analytics, BI & reporting
Data modelling Semantic layer Dashboard design
Processes automation
Workflow orchestration API development & integration AI & ML pipeline support
Governance, quality & compliance
Data quality tests Catalogue & lineage GDPR & CCPA
Cybersecurity for software products
Penetration testing Security engineering Paid product security advisory
Penetration Testing
Web applications & admin flowsAPIs, access & rolesAuthentication & business logicMobile scoped separately
Testing process & deliverables
Scope & written authorisationManual-led assessmentTechnical findings & evidenceRisk & remediation guidanceReview & agreed retestFixes scoped separately
Application & Product Security
Application security reviewsSecure SDLC / code securitySecurity engineeringReview or embedded specialist agreed separatelyDeliverables agreed in scopeNo functional QA included
Cloud Security & DevSecOps
Cloud security assessmentsAWS, Azure & GCPCloud security engineeringDevSecOps engineeringScope & responsibilities agreed
AI Security
AI / GenAI securityAI red teamingLLM security
Product Security Advisory
Paid 60–90-minute sessionOne agreed questionWritten 1–2-page action planFixed quote after scopingBased on supplied materialsPentest can be requested directly
Ways to work
Project quote after scopingDedicated security specialistSpecialist rates on requestFocused paid advisory
Languages & transformation
PythonSQLdbtScalaBash
Warehouses & lakehouses
BigQuerySnowflakeRedshiftDatabricksClickHouse
Processing
Apache SparkApache FlinkPandasApache Zeppelin
Orchestration
Apache AirflowPrefectDagsterCloud Composer
Ingestion & streaming
Apache KafkaDebezium CDCFivetranAirbyte
Storage formats
ParquetApache IcebergDelta LakeAvro
BI & visualisation
Power BILookerTableauMetabaseSuperset
Cloud & infrastructure
Google CloudAWSMicrosoft AzureTerraform
Quality, testing & DevOps
pytestGreat ExpectationsDockerKubernetesCI/CD