Focus: Internal AI products, NLP pipelines, and VLM systems.

• 🛡️ Secure AI Tech Support Ecosystem

  • Designed a system with advanced PII anonymization for incoming/outgoing data.
  • Implemented a GraphRAG knowledge base for deep context retrieval.
  • Integrated seamlessly with Service Desk APIs for automated ticket handling.

• 🏙️ Citizen Support Agent (Stateless Architecture)

  • Built a high-load AI agent for housing & utility services (ZhKH) using LangFlow & LangGraph.
  • Engineered a strictly stateless architecture for horizontal scalability.
  • Developed smart address parsing using custom NER models and Dadata integration.

• 👁️ Automated VLM Labeling Pipeline

  • Created a zero-shot labeling system for complex defect detection.
  • Orchestrated a pipeline using DINOv2, SAM, and CLIP to auto-annotate datasets.
  • Used the output to train lightweight YOLO models, eliminating manual labeling costs.

• 📊 Strategic Analytics & Education

  • Developed local AI solutions for analyzing global strategic trends.
  • Conducted corporate workshops and lectures on LLMs, preparing theoretical materials and practical cases for employees.

Active participant and winner in various tech-hackathons:

• RLT Hack
• GPN Fast Track
• Rostelecom Events
• Gorodskie Legendy