Experience
Enterprise systems, numerical engineering software and applied AI work.
Independent practice
Software & AI consultant
Confidential client engagements and own research in AI evaluation, agent monitoring and Python services (FastAPI, async SQLAlchemy, Pydantic, PostgreSQL, Docker, pytest). Builds evaluation pipelines for coding agents that compare deterministic checks, LLM reviewers and escalation on held-out cases, measuring detection, false alarms, latency and cost. See Consulting for how engagements run.
European Commission · DG RTD
External ICT Contractor
Backend and database work on SEP Evaluation, the system independent experts use to review grant proposals and submit evaluation reports and scores. Java, Spring and Oracle/SQL on WebLogic: data-model changes, validation rules, permissions, dynamic forms and evaluation-workflow state transitions; structured application forms for Horizon Europe calls; live monitoring, incident resolution and controlled releases during deadline-critical calls.
European External Action Service
Software Engineer
Designed and developed a Java-based Security Portal with access control and data protection, adapting it to changing security and operational rules from international stakeholders. Brussels.
Tech-Code
Software Engineer
Java web applications and front-end components (Java, SQL, HTML, CSS, JavaScript), with attention to integration, maintainability, testing and technical documentation. Iași.
Bentley Systems
Software Developer and Structural Engineer
RM Bridge engineering software: C/C++ application components and a legacy Fortran calculation engine. Localised numerical defects without a usable debugger by recomputing expected results by hand, reproduced client-reported failures with engineering users, and translated updated U.S. bridge-design standards into production calculation rules validated against independent calculations. Iași.