SUMMARY
AI Engineer & Solutions Architect who turns fuzzy ideas into reliable, production-grade systems. My focus is end-to-end: data ingestion and ETL, retrieval (vector + traditional search), LLM/RAG and agent workflows, APIs, and the cloud/DevOps glue that keeps it all running. I build modular services and pragmatic architectures, lead and mentor small teams, and keep reliability, observability, security, and cost control at the core.
EXPERTISE
[LARGE_LANGUAGE_MODELS][DATA_ENGINEERING][SOLUTION_ARCHITECTURE][RAG_SYSTEMS][VECTOR_SEARCH][MICROSERVICES][DEVOPS_MLOPS][API_DEVELOPMENT][PYTHON][BACKEND_DEV]
EXPERIENCE
MAY_2025 → SEP_2025
LEAD_AI_ENGINEER / SA
[SOLO GPT]
- → Designed microservices-based ETL architecture, DWH orchestration, knowledge base for sales assistant
- → Served top-5 Russian edtech, peak traffic 1000+ RPS
- → Standardized CI/CD; prepared Kubernetes migration
- → Architected integration hub using Temporal and MCP
FEB_2025 → MAY_2025
FREELANCE / INDEPENDENT
[SELF_EMPLOYED]
- → Technical advisor for web3 startup
- → Built corporate chat assistant using Next.js, Anthropic SDK
- → Combined vector search with SQL queries
AUG_2024 → JAN_2025
TECH_LEAD / SA
[RED_MAD_ROBOT]
- → Designed SaaS and on-prem LLM solutions
- → RAG platform, agent workflows, hybrid vector search
- → Supported hiring and mentoring
NOV_2023 → SEP_2024
BACKEND DEV / TECH_LEAD
[INSOMNIAC_DESIGN]
- → Carbon footprint analytics for Adidas, Apple, Mercedes-Benz
- → Managed international teams 5-10 engineers
- → Achieved 100× search speed-up
APR_2022 → OCT_2023
FULL_STACK_DEVELOPER
[FUTURE_FERTILITY]
- → AI platform for embryologists
- → Optimized ML container resources
- → Built analytics dashboards in Apache Superset
NOV_2021 → APR_2022
QUANTITATIVE_DEVELOPER
[SBERBANK_CIB]
- → High-performance APIs for trading panel
- → Designed ETL for critical market decisions
EDUCATION
MOSCOW_STATE_UNIVERSITY
Bachelor's degree, Journalism
2013 → 2018