At Ozgar / Specific-Group, I’m working on an enterprise AI assistant for understanding, documenting, and modernizing legacy IBM i / AS/400 applications. I built a configurable hybrid retrieval pipeline and evaluation workflows to compare changes to prompts, retrieval, and models.
I also built graph-query and code-navigation tools for the assistant, along with evidence-based grounding that links answer claims to source code or graph results. I wrote a COBOL parser and ingestion pipelines that chunk legacy code by program structure.
At SaM Solutions, I worked on logistics, e-commerce, and Kubernetes monitoring platforms. My work included developing functionality, fixing bugs, writing tests, and integrating Kubernetes, GitLab, and Jira.
Earlier at EnCata, I contributed to IoT and machine-vision projects, including image processing and neural networks for tool and face recognition. I hold a Master’s in Informatics and Computer Engineering from BSUIR, where my thesis focused on road marking recognition.

