Publication
Automated formalization and verification of building code requirements using knowledge graph construction
Sep 24, 2026 · Smart and Sustainable Built Environment
FG
Fedor Gorshkov
@FedorGConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.
Python Developer, Natural Language Processing (NLP)
Python backend developer, dealing with Natural Language Processing, AI and pymorphy/spaCy, RAG and GraphRAG, QA systems, compliance, classifiers, grounding, validation
Featured
Career
Experience: 3 yearsExperience
Backend Developer
Datavera
Information technology, systems integration, and internet. Software development, enterprise process automation, systems integration, and IT consulting.
Oct 2023 — PresentBuilds backend NLP services and document-processing pipelines, combining classical methods with on-premise LLMs. A deterministic QA pipeline handles over 70% of requests without an agent.
• Developed FastAPI services and CLI utilities for NLP, using LLM methods such as RAG and GraphRAG alongside regex, spaCy, pymorphy, Levenshtein, langid, and scikit-learn classifiers. • Worked with databases, mainly PostgreSQL, as well as PDFs with OCR and computer vision for raster images, Excel, Word, JSON, and CSV. Worked with English, Russian, and Kazakh. • Used EKG, an Enterprise Knowledge Graph platform that virtualizes data over an ontology model, adding a graph or semantic layer over regular databases without moving data into graph storage.
Education
Master's, Computer Science, Information Technology and Artificial Intelligence
Al-Farabi Kazakh National University
2028Bachelor's, Mathematical Support and Administration of Information Systems
Ural Federal University named after the first President of Russia B. N. Yeltsin
2026Industrial Python Development
Yandex Lyceum
2021 — 2021Skills
PythonGitPyCharmREST APIBashpytestspaCyDockerAlgorithms and data structuresPostgreSQLNLPLLMRAGGraphRAGFastAPIscikit-learnRegexOCRComputer visionpymorphy