At EPAM Systems, I lead the design and delivery of enterprise AI applications for document intelligence, knowledge retrieval, and business process automation. I architect RAG pipelines that ground LLM responses in verified context and build LangGraph workflows to automate enterprise processes safely.
I develop asynchronous FastAPI services for LLM inference and orchestration, deployed with Docker and Kubernetes across Azure and AWS. I also implement LLM evaluation pipelines and production observability so teams can compare prompts and models and monitor service behavior.
At auticon, I developed production machine learning services for classification, recommendation, and anomaly detection. I built data pipelines and integrated predictions with Java and Spring Boot applications, while automating model deployment and monitoring.
Earlier, at Falcon, I developed machine learning, computer vision, and NLP systems for AI-driven business applications. I began my career at Atek Software, developing backend components and RESTful endpoints for enterprise software.
