Recent engagements with fintech and proptech startups, plus four years driving AI, automation, and integration at Viaplay Group before founding VIC.
Designed and optimized RAG pipelines on OpenAI embeddings and PostgreSQL (pgvector), plus document-processing and contract-analysis automation on Azure AI and Copilot Studio.
As Transformation Manager, re-architected a legacy RPA invoice workflow into an AI document platform on Azure AI Document Intelligence and Dynamics 365 Finance, aligned to Microsoft CAF, WAF, and SAF.
Designed API-driven integration connecting HR, payroll, and financial systems, and integrated Hogia finance with Cezanne HR for real-time payroll sync using Python, Flask, and webhooks.
Built a Python and Selenium automation framework for Dynamics 365 and HR systems, and led teams as Scrum Master, accelerating sprint delivery ~30% and improving release predictability.
Built a system that generates aggregation logic in Python and translates configurations into SQL to process monitoring data in real time on PipelineDB, then evaluated its performance.