
Over a 19-month period, contributed to the ministryofjustice/hmpps-probation-integration-services and related repositories by building and enhancing scalable backend systems for probation management. Focused on robust API development, data modeling, and cloud infrastructure, the work included integrating AWS SQS, OpenSearch, and Kubernetes to support event-driven workflows and real-time data processing. Leveraged Kotlin, Java, and TypeScript to deliver features such as appointment management, semantic search, and end-to-end testing, while improving CI/CD reliability and observability. Addressed security, data quality, and operational efficiency through infrastructure as code, automated monitoring, and continuous deployment, resulting in resilient, maintainable, and business-aligned solutions.
April 2026 monthly summary: Delivered significant CI/CD, ROSH routing, API, and cloud-environment improvements across probation integration services and supporting repos, driving faster and safer deployments, more robust data handling, and scalable event-driven operations. The month featured major feature deliveries, critical bug fixes, and improvements that increase business value by reducing deployment risk, improving data quality, and enabling better user experiences in reporting and search APIs.
April 2026 monthly summary: Delivered significant CI/CD, ROSH routing, API, and cloud-environment improvements across probation integration services and supporting repos, driving faster and safer deployments, more robust data handling, and scalable event-driven operations. The month featured major feature deliveries, critical bug fixes, and improvements that increase business value by reducing deployment risk, improving data quality, and enabling better user experiences in reporting and search APIs.
March 2026 monthly summary for the probation management platform across four repositories. Focused on migrating homepage integration to a real-time, probation-focused service, expanding user data surface with new endpoints, boosting test coverage with end-to-end tests, and strengthening CI/CD stability and observability. Delivered measurable business value: real-time data alignment for probation users, improved case management capabilities, and resilient release pipelines.
March 2026 monthly summary for the probation management platform across four repositories. Focused on migrating homepage integration to a real-time, probation-focused service, expanding user data surface with new endpoints, boosting test coverage with end-to-end tests, and strengthening CI/CD stability and observability. Delivered measurable business value: real-time data alignment for probation users, improved case management capabilities, and resilient release pipelines.
February 2026 — Monthly summary for probation integration services portfolio. Focused on delivering business value through core features, reliability improvements, and platform enhancements across multiple repos. Key initiatives included real-time Delius alerts routing, robust project API endpoints and data-model improvements, infra reliability upgrades with a move to SQS-based queues, and targeted developer experience improvements such as the MPOP homepage endpoint and UPW reminders trial. These changes reduce incident risk, improve reporting and onboarding, and enable scalable operations across teams.
February 2026 — Monthly summary for probation integration services portfolio. Focused on delivering business value through core features, reliability improvements, and platform enhancements across multiple repos. Key initiatives included real-time Delius alerts routing, robust project API endpoints and data-model improvements, infra reliability upgrades with a move to SQS-based queues, and targeted developer experience improvements such as the MPOP homepage endpoint and UPW reminders trial. These changes reduce incident risk, improve reporting and onboarding, and enable scalable operations across teams.
January 2026 monthly summary for the probation integration stack focusing on delivering business value through feature delivery, reliability improvements, security hardening, and scalable architecture across multiple repositories.
January 2026 monthly summary for the probation integration stack focusing on delivering business value through feature delivery, reliability improvements, security hardening, and scalable architecture across multiple repositories.
Month: 2025-12 — Delivered targeted features and reliability improvements across three repositories, delivering measurable business value: data integrity, performance, security, and operational efficiency. Notable outcomes include: (1) Data model and API clarity improvements such as replacing outcomeCode with outcomeRecorded and incorporating date of birth and age into tier responses, plus standardising system_user column to uppercase; (2) Performance and lifecycle enhancements including optimised caseload query for Manage People on Probation and terminating licence conditions on programme completion; (3) Infrastructure and deployment hygiene including migration to Alpine base image, disabling Docker branch build caching to reduce cache bloat, and expanding App Insights data export window to 10 days, along with updating S3 options for Application Insights export with encryption and key normalization; (4) Reliability and observability improvements such as JSON parsing failure handling, telemetry for invalid DOBs, and logging/ignoring missing offence codes; (5) Licensing and event-driven enhancements including support for additional CVL licence types and new license activation event types across cloud-platform-environments.
Month: 2025-12 — Delivered targeted features and reliability improvements across three repositories, delivering measurable business value: data integrity, performance, security, and operational efficiency. Notable outcomes include: (1) Data model and API clarity improvements such as replacing outcomeCode with outcomeRecorded and incorporating date of birth and age into tier responses, plus standardising system_user column to uppercase; (2) Performance and lifecycle enhancements including optimised caseload query for Manage People on Probation and terminating licence conditions on programme completion; (3) Infrastructure and deployment hygiene including migration to Alpine base image, disabling Docker branch build caching to reduce cache bloat, and expanding App Insights data export window to 10 days, along with updating S3 options for Application Insights export with encryption and key normalization; (4) Reliability and observability improvements such as JSON parsing failure handling, telemetry for invalid DOBs, and logging/ignoring missing offence codes; (5) Licensing and event-driven enhancements including support for additional CVL licence types and new license activation event types across cloud-platform-environments.
November 2025: Focused on data quality, security, observability, and performance across probation integration services, e2e tests, and cloud platform. Delivered end-to-end workflow enhancements, indexing/throughput improvements, security hardening, and enhanced observability, while reducing noise and improving developer productivity.
November 2025: Focused on data quality, security, observability, and performance across probation integration services, e2e tests, and cloud platform. Delivered end-to-end workflow enhancements, indexing/throughput improvements, security hardening, and enhanced observability, while reducing noise and improving developer productivity.
October 2025 monthly summary focused on delivering business value through data-model simplifications, CI/deployment reliability improvements, OpenSearch automation, enhanced LAO messaging/EPF access, and strengthened observability and user experience across multiple repositories. Key outcomes include more accurate indexing, safer and faster deployments, clearer telemetry, and accelerated feature readiness for production use.
October 2025 monthly summary focused on delivering business value through data-model simplifications, CI/deployment reliability improvements, OpenSearch automation, enhanced LAO messaging/EPF access, and strengthened observability and user experience across multiple repositories. Key outcomes include more accurate indexing, safer and faster deployments, clearer telemetry, and accelerated feature readiness for production use.
September 2025 performance summary: Delivered significant platform enhancements across probation integration services, cloud environments, and end-to-end testing. Implemented LDAP-based authentication/configuration to support login and data access for the Suicide Risk Form and Delius services; upgraded OpenSearch to 3.1 with vector search optimizations, KNN-derived source, and adjusted shard sizing to improve search performance and reduce storage. Activated E-Supervision integration in production and exposed district-level data in search results, accompanied by new contact_alert telemetry to improve observability of user check-ins. Strengthened CI/CD practices with reproducible Docker builds via SOURCE_DATE_EPOCH and always pulling base images, and established OpenID Connect (OIDC) publishing and workflow_dispatch to streamline releases. Resolved key reliability bugs, including nullable localDeliveryUnits in probation searches and case-insensitive username comparisons, and updated release packaging to improve module resolution and exports.
September 2025 performance summary: Delivered significant platform enhancements across probation integration services, cloud environments, and end-to-end testing. Implemented LDAP-based authentication/configuration to support login and data access for the Suicide Risk Form and Delius services; upgraded OpenSearch to 3.1 with vector search optimizations, KNN-derived source, and adjusted shard sizing to improve search performance and reduce storage. Activated E-Supervision integration in production and exposed district-level data in search results, accompanied by new contact_alert telemetry to improve observability of user check-ins. Strengthened CI/CD practices with reproducible Docker builds via SOURCE_DATE_EPOCH and always pulling base images, and established OpenID Connect (OIDC) publishing and workflow_dispatch to streamline releases. Resolved key reliability bugs, including nullable localDeliveryUnits in probation searches and case-insensitive username comparisons, and updated release packaging to improve module resolution and exports.
Month: 2025-08 — Summary of key achievements, major fixes, and impact across the probation integration ecosystem. Key features delivered: - Breach Notice: End-to-End Testing and Cleanup (hmpps-probation-integration-e2e-tests): Added end-to-end tests for breach notice in Delius, removed pre-production environment references, and standardized event numbers to numeric types. - CI/CD Infrastructure Update: Migrated to HMPPS self-hosted runners (hmpps-probation-integration-e2e-tests): Updated GitHub Actions workflows to align with the new runner setup. - Breach Notice Integration Service Go-Live (hmpps-probation-integration-services): Enabled production deployment by turning on the enabled flag in production values. - OpenAPI 3.1.0 Specification: Accredited Programmes and Delius integration (hmpps-probation-integration-services): Introduced a formal OpenAPI spec detailing endpoints and schemas. - CI/CD Stability and Dependency Management Improvements (hmpps-probation-integration-services): Preserved latest Docker tag, added Dependabot cooldown, and removed redundant checkout steps to improve reliability. - Data modeling and API enhancements (supporting work across services): Added team information to personal details, added allocation-demand response enhancements, and introduced additional endpoints to support requirements and licenses. Major bugs fixed: - Product ID link fix across app configs (ministryofjustice/hmpps-probation-integration-services) - Handle nullable RSR score history (ministryofjustice/hmpps-probation-integration-services) - Null address type handling for PersonAddress (ministryofjustice/hmpps-probation-integration-services) - Registration.category nullable handling (ministryofjustice/hmpps-probation-integration-services) - Documentation: fix broken self-hosted runners link (ministryofjustice/hmpps-probation-integration-services) - Enforce fixed-length 6-character team codes (ministryofjustice/hmpps-probation-integration-services) - Minor CI/CD and loader reliability fixes across environments (notable improvements to stability and error handling) Overall impact and accomplishments: - Substantially improved test coverage and maintainability for critical breach-notice workflows. - Safer, more predictable production deployments through a go-live of the breach notice integration service and production-ready OpenAPI specifications. - More stable and observable CI/CD pipelines with reduced flaky steps and clearer vulnerability handling. - Expanded data models and endpoints that simplify operations for teams and improve decision-making in agreements and compliance workflows. - Cross-repo collaboration and infrastructure-as-code maturation, including Terraform-based environment provisioning and improved OpenSearch deployment strategies. Technologies/skills demonstrated: - End-to-end testing and test suite hygiene; GitHub Actions and self-hosted runners; CI/CD modernization. - API design and documentation (OpenAPI 3.1.0) and versioned service contracts. - Data modeling enhancements (Team and PersonalDetails, nullable fields, allocation-demand structure). - Infrastructure as code (Terraform) and containerization practices; deployment automation for Kubernetes/OpenSearch components. - Observability and reliability practices (dependency management, vulnerability handling, and process simplification).
Month: 2025-08 — Summary of key achievements, major fixes, and impact across the probation integration ecosystem. Key features delivered: - Breach Notice: End-to-End Testing and Cleanup (hmpps-probation-integration-e2e-tests): Added end-to-end tests for breach notice in Delius, removed pre-production environment references, and standardized event numbers to numeric types. - CI/CD Infrastructure Update: Migrated to HMPPS self-hosted runners (hmpps-probation-integration-e2e-tests): Updated GitHub Actions workflows to align with the new runner setup. - Breach Notice Integration Service Go-Live (hmpps-probation-integration-services): Enabled production deployment by turning on the enabled flag in production values. - OpenAPI 3.1.0 Specification: Accredited Programmes and Delius integration (hmpps-probation-integration-services): Introduced a formal OpenAPI spec detailing endpoints and schemas. - CI/CD Stability and Dependency Management Improvements (hmpps-probation-integration-services): Preserved latest Docker tag, added Dependabot cooldown, and removed redundant checkout steps to improve reliability. - Data modeling and API enhancements (supporting work across services): Added team information to personal details, added allocation-demand response enhancements, and introduced additional endpoints to support requirements and licenses. Major bugs fixed: - Product ID link fix across app configs (ministryofjustice/hmpps-probation-integration-services) - Handle nullable RSR score history (ministryofjustice/hmpps-probation-integration-services) - Null address type handling for PersonAddress (ministryofjustice/hmpps-probation-integration-services) - Registration.category nullable handling (ministryofjustice/hmpps-probation-integration-services) - Documentation: fix broken self-hosted runners link (ministryofjustice/hmpps-probation-integration-services) - Enforce fixed-length 6-character team codes (ministryofjustice/hmpps-probation-integration-services) - Minor CI/CD and loader reliability fixes across environments (notable improvements to stability and error handling) Overall impact and accomplishments: - Substantially improved test coverage and maintainability for critical breach-notice workflows. - Safer, more predictable production deployments through a go-live of the breach notice integration service and production-ready OpenAPI specifications. - More stable and observable CI/CD pipelines with reduced flaky steps and clearer vulnerability handling. - Expanded data models and endpoints that simplify operations for teams and improve decision-making in agreements and compliance workflows. - Cross-repo collaboration and infrastructure-as-code maturation, including Terraform-based environment provisioning and improved OpenSearch deployment strategies. Technologies/skills demonstrated: - End-to-end testing and test suite hygiene; GitHub Actions and self-hosted runners; CI/CD modernization. - API design and documentation (OpenAPI 3.1.0) and versioned service contracts. - Data modeling enhancements (Team and PersonalDetails, nullable fields, allocation-demand structure). - Infrastructure as code (Terraform) and containerization practices; deployment automation for Kubernetes/OpenSearch components. - Observability and reliability practices (dependency management, vulnerability handling, and process simplification).
July 2025 performance highlights across five repos: probation integration services, e2e tests, cloud platform environments, manage-people UI, and helm charts. The month focused on boosting build efficiency, tightening release security, expanding data capabilities, extending CRN support, hardening security and IAM boundaries, and improving CI/CD reliability. Delivered new data quality metrics, a suite of endpoints, and robust error handling, while eliminating noisy or risky publishing steps to streamline pipelines and reduce operational risk. The combined work enhances release velocity, data integrity, and security posture across environments, with measurable improvements to developer productivity and system reliability.
July 2025 performance highlights across five repos: probation integration services, e2e tests, cloud platform environments, manage-people UI, and helm charts. The month focused on boosting build efficiency, tightening release security, expanding data capabilities, extending CRN support, hardening security and IAM boundaries, and improving CI/CD reliability. Delivered new data quality metrics, a suite of endpoints, and robust error handling, while eliminating noisy or risky publishing steps to streamline pipelines and reduce operational risk. The combined work enhances release velocity, data integrity, and security posture across environments, with measurable improvements to developer productivity and system reliability.
June 2025 performance summary for ministryofjustice/hmpps-probation-integration-services, ministryofjustice/cloud-platform-environments, ministryofjustice/hmpps-helm-charts, ministryofjustice/hmpps-probation-integration-e2e-tests, and ministryofjustice/hmpps-integration-api. Delivered targeted business value through reliability, scalability, and governance improvements across probation integration services and cloud environments. Key outcomes include enhanced operational visibility with Slack alerts for Delius availability and cron failures, robust file handling for breach notices, and substantial OpenSearch and deployment optimizations that improve search reliability, deployment speed, and security governance. Implemented infrastructure improvements to reduce test noise and enable realistic end-to-end testing, while ensuring compliance and role-based access governance across environments.
June 2025 performance summary for ministryofjustice/hmpps-probation-integration-services, ministryofjustice/cloud-platform-environments, ministryofjustice/hmpps-helm-charts, ministryofjustice/hmpps-probation-integration-e2e-tests, and ministryofjustice/hmpps-integration-api. Delivered targeted business value through reliability, scalability, and governance improvements across probation integration services and cloud environments. Key outcomes include enhanced operational visibility with Slack alerts for Delius availability and cron failures, robust file handling for breach notices, and substantial OpenSearch and deployment optimizations that improve search reliability, deployment speed, and security governance. Implemented infrastructure improvements to reduce test noise and enable realistic end-to-end testing, while ensuring compliance and role-based access governance across environments.
May 2025 delivered substantial business value through stabilization and enhancement of semantic search capabilities, OpenSearch scalability, and reliability improvements across environments. Key outcomes include environment-specific semantic search queues, consolidated indexing pipelines, OpenSearch capacity upgrades, improved monitoring accuracy, and resilient job flows, all driving faster, more accurate search results and lower operational risk.
May 2025 delivered substantial business value through stabilization and enhancement of semantic search capabilities, OpenSearch scalability, and reliability improvements across environments. Key outcomes include environment-specific semantic search queues, consolidated indexing pipelines, OpenSearch capacity upgrades, improved monitoring accuracy, and resilient job flows, all driving faster, more accurate search results and lower operational risk.
April 2025 monthly summary focusing on business value and technical delivery across probation integration services, helm charts, and platform tooling. Key features delivered include: (1) PI-2964: Added DB access and release docs prior to uploading assets with .docx handling to streamline release readiness and reduce asset-upload risks; (2) Reminders scheduling updates in dev (Mon-Fri, exclude weekends) to align dev/testing with production cadence; (3) PI-2965: Timezone configuration for shutdown/startup jobs to ensure correct timing across environments; (4) PI-2987: CVL search API modernization and consolidation of Delius search endpoints into the integration service for streamlined data retrieval; (5) Telemetry enhancements adding applicationOrigin to CAS2 telemetry and ApplicationStatusUpdated events for improved observability and analytics. Major bugs fixed include indentation in access file, temporary issuer validation changes in dev (and subsequent revert), handling of null criminogenicNeeds, ignoring references to ZZG/ZZGHI in case notes, and null document_linked flag handling, contributing to improved reliability and data integrity. Pre-prod and platform improvements included a pre-production live data feed from production events, automatic semantic index deletion after 30 days to manage storage, and enhanced Gradle-based build workflows. Overall, the month delivered tangible business value through faster, safer feature delivery, improved data retrieval and testing capabilities, and stronger observability and governance. Technologies/skills demonstrated include API design and integration, Helm/Terraform configuration, Gradle builds, telemetry instrumentation, timezone handling, data migration, and vulnerability remediation.
April 2025 monthly summary focusing on business value and technical delivery across probation integration services, helm charts, and platform tooling. Key features delivered include: (1) PI-2964: Added DB access and release docs prior to uploading assets with .docx handling to streamline release readiness and reduce asset-upload risks; (2) Reminders scheduling updates in dev (Mon-Fri, exclude weekends) to align dev/testing with production cadence; (3) PI-2965: Timezone configuration for shutdown/startup jobs to ensure correct timing across environments; (4) PI-2987: CVL search API modernization and consolidation of Delius search endpoints into the integration service for streamlined data retrieval; (5) Telemetry enhancements adding applicationOrigin to CAS2 telemetry and ApplicationStatusUpdated events for improved observability and analytics. Major bugs fixed include indentation in access file, temporary issuer validation changes in dev (and subsequent revert), handling of null criminogenicNeeds, ignoring references to ZZG/ZZGHI in case notes, and null document_linked flag handling, contributing to improved reliability and data integrity. Pre-prod and platform improvements included a pre-production live data feed from production events, automatic semantic index deletion after 30 days to manage storage, and enhanced Gradle-based build workflows. Overall, the month delivered tangible business value through faster, safer feature delivery, improved data retrieval and testing capabilities, and stronger observability and governance. Technologies/skills demonstrated include API design and integration, Helm/Terraform configuration, Gradle builds, telemetry instrumentation, timezone handling, data migration, and vulnerability remediation.
March 2025 monthly summary for development team focusing on delivering business value, production readiness, and quality improvements across environments and data processing pipelines.
March 2025 monthly summary for development team focusing on delivering business value, production readiness, and quality improvements across environments and data processing pipelines.
February 2025 monthly summary for the probation integration portfolio. Delivered targeted features, reliability improvements, and security/tooling enhancements across services, with measurable business impact: improved data quality, more stable processing, and streamlined workforce workflows. Key deliveries include punctuation handling improvements (PI-2526) to enhance data integrity; DLQ scheduling and CVE ignore enhancements (PI-2751) for more resilient message processing and risk reduction; expanded production stability for workforce integration via memory increase (PI-2723); Residence/RA NSIs lifecycle improvements (PI-2768) with event-level NSIs and automatic closure on departure; and a new teams endpoint for workforce integration (PI-2784) to support workflow orchestration. Additional cross-cutting work included feature flag cleanup (PI-2740), manual deployment controls (PI-2827), and security/tooling updates (PI-2846), contributing to a safer, more maintainable platform. In E2E tests repo, appointment reminders tests were expanded, and CI/CD/test reliability fixes were implemented (Playwright report URL generation, test alignment). Overall impact: higher data quality, reduced processing errors, improved stability under load, and better support for regional configurations and testing automation.
February 2025 monthly summary for the probation integration portfolio. Delivered targeted features, reliability improvements, and security/tooling enhancements across services, with measurable business impact: improved data quality, more stable processing, and streamlined workforce workflows. Key deliveries include punctuation handling improvements (PI-2526) to enhance data integrity; DLQ scheduling and CVE ignore enhancements (PI-2751) for more resilient message processing and risk reduction; expanded production stability for workforce integration via memory increase (PI-2723); Residence/RA NSIs lifecycle improvements (PI-2768) with event-level NSIs and automatic closure on departure; and a new teams endpoint for workforce integration (PI-2784) to support workflow orchestration. Additional cross-cutting work included feature flag cleanup (PI-2740), manual deployment controls (PI-2827), and security/tooling updates (PI-2846), contributing to a safer, more maintainable platform. In E2E tests repo, appointment reminders tests were expanded, and CI/CD/test reliability fixes were implemented (Playwright report URL generation, test alignment). Overall impact: higher data quality, reduced processing errors, improved stability under load, and better support for regional configurations and testing automation.
January 2025: Delivered end-to-end ML/AI data pipeline upgrades and reliability improvements in the probation integration services. Achievements include cross-account SageMaker integration with updated chunking and Lucene KNN engine, API and release stabilizations, performance and data-quality enhancements, telemetry/reporting improvements, and deployment tooling. Notable work covered IAM policy alignment for SQS bootstrap, scope-limited release updates, and infrastructure optimizations, contributing to faster data-driven decisions, improved system stability, and streamlined branch deployments.
January 2025: Delivered end-to-end ML/AI data pipeline upgrades and reliability improvements in the probation integration services. Achievements include cross-account SageMaker integration with updated chunking and Lucene KNN engine, API and release stabilizations, performance and data-quality enhancements, telemetry/reporting improvements, and deployment tooling. Notable work covered IAM policy alignment for SQS bootstrap, scope-limited release updates, and infrastructure optimizations, contributing to faster data-driven decisions, improved system stability, and streamlined branch deployments.
December 2024: Delivered core API integration improvements, risk management enhancements, performance optimizations, and security/infra hardening across probation integration and UI tooling. Key outcomes include centralizing court hearing event handling via a new API client, strengthened test infrastructure with UI test robustness, RoSH data integration and risk note improvements, performance gains from streaming user retrieval, and security/infra updates enabling cloud readiness. Overall impact: faster, safer decision-making and more reliable integrations with court services and probation workflows, with reduced memory footprint when handling large user datasets and improved governance around risk data.
December 2024: Delivered core API integration improvements, risk management enhancements, performance optimizations, and security/infra hardening across probation integration and UI tooling. Key outcomes include centralizing court hearing event handling via a new API client, strengthened test infrastructure with UI test robustness, RoSH data integration and risk note improvements, performance gains from streaming user retrieval, and security/infra updates enabling cloud readiness. Overall impact: faster, safer decision-making and more reliable integrations with court services and probation workflows, with reduced memory footprint when handling large user datasets and improved governance around risk data.
November 2024 delivered targeted feature improvements, reliability enhancements, and API polish across probation integration services and end-to-end tests. Highlights include email mailbox automation, refined outcome logic, domain-event driven address updates, API ID cargo-cult improvements, and expanded build/deploy tooling. These efforts reduce risk, improve integration reliability, and accelerate development cycles while enhancing observability and performance.
November 2024 delivered targeted feature improvements, reliability enhancements, and API polish across probation integration services and end-to-end tests. Highlights include email mailbox automation, refined outcome logic, domain-event driven address updates, API ID cargo-cult improvements, and expanded build/deploy tooling. These efforts reduce risk, improve integration reliability, and accelerate development cycles while enhancing observability and performance.
October 2024 monthly performance summary for the HMPO development portfolio. Focused on delivering security, reliability, and data-quality improvements across three repositories, with a clear business-value return through strengthened security posture, more reliable CI/CD processes, and enhanced observability and user-facing workflows. Key outcomes include security hardening, migration of security scanning to GitHub Actions, and numerous reliability and privacy improvements across probation integration services and data APIs.
October 2024 monthly performance summary for the HMPO development portfolio. Focused on delivering security, reliability, and data-quality improvements across three repositories, with a clear business-value return through strengthened security posture, more reliable CI/CD processes, and enhanced observability and user-facing workflows. Key outcomes include security hardening, migration of security scanning to GitHub Actions, and numerous reliability and privacy improvements across probation integration services and data APIs.

Overview of all repositories you've contributed to across your timeline