AI Automation Engineer · Prompt Engineer
Artem
Kirdin
Kirdin
AI Automation Engineer with 4+ years of experience. Founded Aigentech — an AI studio with 6 delivered production cases: LLM agents, RAG systems, speech analytics and automation pipelines. Currently at MTS designing and shipping internal AI tools that reduce manual engineering work. Hands-on with Claude Code, n8n, MCP, skills and major LLM APIs. Build automations from problem identification to system design and deployment.
Contact
Email
kirdin.artem@gmail.com
Phone
+7 (921) 882-43-63
Telegram
Location
Saint Petersburg · Remote · Ready to relocate
Current · Apr 2025 – Present
MTS Web Services
Senior System Analyst → AI Automation · MTS Ads platform
AI Agents
Agent-assistant for system analysts — reads UI mockups and BRDs, iteratively discusses API structure and use-cases, generates specs with human-in-the-loop. Stack: Claude Code, MCP.
Automated requirements-review agent — compares developer code against Confluence specs, outputs a structured report with diffs so analysts can update documentation.
LLM System Design
AI Moderation System — cut manual review rate for ad campaigns to 30%.
Platform
End-to-end design of complex product features across backend, frontend and integrations. Work with RabbitMQ, Kafka, REST API — business rules, state transitions, edge cases and API contracts.
Skills & Tools
Prompt Engineering
Agent Design
RAG
n8n
Claude Code
MCP
Claude API
OpenAI API
Fine-tuning
Cursor
Make
Python
REST API
Kafka
RabbitMQ
PostgreSQL
Docker
System Design
Microservices
Sep 2023 – Apr 2024
Aigentech (ex AI Partners)
Founder
Avito Chatbot
AI agent integrated with Avito API + knowledge base + manager escalation. Reduced repetitive manager load.
HR Knowledge Bot
Telegram bot with RAG over company regulations — 24/7 employee Q&A without manager involvement.
Procurement Support Bot
RAG-based assistant on internal platform documentation for purchasing managers.
Sales Call Analytics
STT + LLM pipeline scoring calls against a custom checklist (greeting, needs, offer, close).
Video Transcription Service
On-premise fine-tuned open-source models. File upload + YouTube link. Full data privacy.
NER from News Posts
micro-LLM + neural net pipeline extracting actors, topics, locations from news feed.
Jul – Oct 2023
Gazprom Neft
AI Engineer · Gen AI Department
LLM-powered course generation — automated creation of training materials from internal documentation and descriptions.
May 2022 – Jul 2023
Friends Sup
System Analyst · Outdoor Activity Booking
Designed full booking flow (BPMN), REST API contracts, payment integration, admin panel — reduced support load by 30%.
Data model (ER diagram), use cases, error-handling and validation rules for all endpoints.
Personal Projects
Slot search + tournament management: booking, online payments, reminders, newsletters, client DB, admin panel. Fully vibe-coded by me.
Avito Auto-Reply Agent
AI agent for automated Avito marketplace messaging. n8n + LLM, integrated with Avito API.
Industrial Analytics Service
FastAPI microservice for power quality monitoring, integrated into GAUSS SCADA as WebView module. Fully vibe-coded by me.
Education
ITMO University
Master · Innovative Entrepreneurship
2023
LETI (ETU)
Master · Industrial Automation & Control Systems
2020
Languages
Russian
Native
English
B2 — Upper Intermediate