Running stateless agents, training VLMs, and managing infrastructure.
Core & Deep Learning
LLM Orchestration & Agents
MLOps & Infrastructure
Tools & DB
Focus: Internal AI products, NLP pipelines, and VLM systems.
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🛡️ 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.
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🏙️ 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.
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👁️ 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.
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📊 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
