A confidential regulatory compliance platform for the Greek Atomic Energy Commission (EEAE), managing 12,301 organizations, 79,681 employment cases, 44,301 persons, and 4,446 radiation equipment registrations nationwide.
In 2022, the Greek Atomic Energy Commission (EEAE)—established in 1954 and re-established in 1987, operating under Law 4310/2014—relied on a fragmented ecosystem of 40-year-old Actian Ingres databases, 100+ Excel spreadsheets, and paper-based workflows. With 69 highly trained regulatory staff and responsibilities as an IAEA Regional Training Center, EEAE needed a secure, internal platform to manage ionizing radiation oversight across Greece—unavailable to the public, strictly for registrar staff managing licensing, inspections, and compliance operations.
Phased implementation balancing technical innovation with operational continuity
Deep stakeholder interviews with EEAE's ionizing radiation department heads, inspectors, and 69-person regulatory staff. Reverse-engineered Actian Ingres schema (40+ tables), analyzed 100+ Excel workflows, and defined security requirements for confidential national infrastructure.
MsSQL Server infrastructure setup, JWT authentication with role-based access (10+ roles), facility registry module as proof-of-concept. Built custom ETL pipelines for Ingres-to-MsSQL migration with dual-write architecture ensuring zero data loss.
Developed multi-step licensing engine (334KB component) handling 15+ license types. Implemented state machine workflows, document management with version control, automated email/SMS notifications. Extensive UAT with legal and technical review teams.
Built mobile-optimized inspection forms with offline PWA capability for field inspectors. Developed dosimetry batch import (11,000 workers/month) with automated threshold alerts. Weekly sync meetings with inspection teams to refine workflows.
Created executive dashboards with KPIs for Commission Board. Built automated Euratom compliance reporting reducing 40-hour quarterly process to 2 hours. Implemented data warehouse with materialized views for performance.
Deployed Ollama LLMs for Greek document processing (85% accuracy in entity extraction). Unlocked 20+ years of scanned archives through OCR + semantic search. Active development: 5 releases in Q4 2025 adding 10,575 lines with zero downtime.
Overcoming architectural, data migration, and integration obstacles in a high-stakes regulatory environment
Migrate 40 years of production data from Actian Ingres, 100+ Excel files, and scanned paper archives—all while maintaining 24/7 regulatory operations.
Implemented phased migration with dual-write architecture. Built custom Node.js ETL pipelines achieving 99.95% data fidelity with zero downtime.
Limited NLP libraries for Greek, complex grammar, regulatory terminology, and government-mandated validation algorithms (AFM, AMKA checksums).
Integrated greek-utils library with custom MsSQL stemming. Fine-tuned Ollama LLM on 5,000+ EEAE documents achieving 85% accuracy.
Radiation data has national security implications. Must comply with EU GDPR, NIS Directive, and Greek data protection laws with full audit trails.
On-premise deployment with field-level encryption, comprehensive audit logging, role-based access control. Passed EU audits in 2022 and 2024.
Built comprehensive system handling 13 interconnected entity types: Applications, Organizations, Legal Representatives, Organization Units, Practices, Employments (79,681), Equipment (4,446), and 6 professional role types—all with full workflow history.
Normalized database schema with referential integrity. State machine workflow (Draft → Review → Approval → Active → Renewal). 33 reusable components with entity-specific validation. Zero data integrity issues over 4 years.
40,000+ annual transactions, complex queries on 10M+ dosimetry records, 200 concurrent users during reporting deadlines, limited server budget.
MsSQL indexing strategy, materialized views, query optimization, connection pooling. Achieved <200ms 95th percentile response time.
Coordinate with 69 EEAE staff across 7+ departments, each with conflicting priorities. Excel power users resistant to database constraints.
Bi-weekly stakeholder meetings, "Excel-like" features (bulk import/export), PWA offline mode. Pilot rollout achieved 85% adoption in 6 months.
Chosen for longevity, security, and government data sovereignty
Quantifiable improvements in efficiency, compliance, and operational excellence
Explore key features and interfaces of the national radiation safety platform
I bring 15+ years of full-stack development experience, proven ability to lead complex digital transformations, and deep expertise in regulatory compliance, enterprise architecture, and stakeholder management.
Note: AKTINA is a confidential regulatory system accessible only to authorized EEAE registrar staff. The live application is not publicly available.