Independent work, currently as an AI engineer on research projects funded by the European Commission.

• Payment reconciliation: built an AI system to automatically match incoming bank transfers against customer policies, cutting manual reconciliation time by ~80%.
• Scraper Agents: designed and implemented a scalable scraper architecture based on AI agents and a custom MCP, with deterministic workflows for reliable, maintainable data extraction.
• AI Job Infrastructure: developed scalable Kafka workflows for reliable execution of AI jobs.
• Document Service: built a microservice centralising document generation across the company: pdf merge, odt dynamic filling, stamping and conversion between PDF, DOCX and ODT.
• Alert System: implemented Elasticsearch alerts for anomaly detection and notifications.
• Collaborated with IT and Data Science teams to deploy ML models into production.

First professional role, overlapping the final year of the BSc. Fullstack work on internal business applications for the banking sector: Java services behind an Angular front end, with the database work that came with them, and system integration over IBM MQ.