At JCR Eurasia Rating, I built the firm's production AI platform from scratch and lead a team of three delivering AI and data engineering systems. I was promoted from Data Analyst into engineering within six months, and now architect a 20+ agent credit rating pipeline running on self-hosted inference.
I've delivered a multi-agent economic sector report generator that increased report-production efficiency by 30%, and a cybersecurity news pipeline that reduced a week-long two-person process to a one-hour review by one person. I also built data warehouse services, Airflow pipelines, SQL procedures, and an LLM retrieval-augmented generation proof of concept over the firm's data warehouse.
My work connects Python, C#/.NET, SQL, FastAPI, PostgreSQL, and vLLM with an economics and credit-analysis background. Outside work, I build quant research platforms, persistent LLM memory systems, knowledge-graph content pipelines, and released iOS game systems.
