Open to opportunities

Mikhail User

@mikhailuser5

Message

AI Systems Architect and CTO building production LLM agents, RAG platforms, and autonomous AI runtimes.

Russian Federation

Message

What I'm looking for

I’m looking for product AI/AI platform teams where I can ship LLM-agent/RAG systems into real infrastructure—owning architecture, integrations, monitoring, and evaluation—plus research engineering that demands measurable, falsifiable results.

I build AI systems that move from idea to working product: “LLM agents, RAG, automation platforms, voicebots, computer vision, monitoring, evaluation, and deployment.” As Co-Founder & CTO of Archotec AI, I’m responsible for “Cognitive Architecture, Active Inference, and Core Systems,” with a focus on practical systems that are “rigorous enough to measure, and honest enough to kill weak hypotheses.”

My strongest signal is full-stack ownership: I “can take an ambiguous business or research problem, define the architecture, build the execution path, connect real integrations, create the evaluation harness, expose failure modes, and turn the result into a product, benchmark, paper, demo, or operational system.” I’ve shipped production automation tied to real infrastructure (Telegram/CRM/sales ops, workflow tooling, and voice systems) and built hardened cognitive runtimes like COGOS (public-API stress testing, abstention and injection resistance) plus security work like ATIS. I also pursue research engineering through falsifiable prototypes—building, benchmarking, and explicitly retiring weak hypotheses when they don’t beat baseline performance.

Experience

Work history, roles, and key accomplishments

Current

AI Automation Engineer

Current

Remote Team

Mar 2026 - Present (4 months)

Built production B2B sales-ops automation using n8n and Bitrix24, including SMTP/IMAP-based supplier outreach and proposal-generation workflows. Developed a production voicebot stack integrating onlinePBX/Asterisk with SpeechKit/STT, deterministic dialogue logic, YandexGPT, and SSH-deployed local TTS, with runbooks and regression testing.

N8n Bitrix24 SMTP Asterisk AudioSocket Python Yandex SpeechKit Silero TTS SSH Reverse Tunnel Regression Testing

Current

AI Engineer, Automation Platform

Current

IP Kuzmichev / Keine Media

Aug 2025 - Present (11 months)

Built and maintained multi-geo Telegram AI systems for sales automation and consulting, including RAG/document-grounded assistants and analytics pipelines. Developed GitLab issue automation for guarded coding-agent workflows and built document generation pipelines with production rollout support.

RAG Document Assistant Gitlab Parallel Codex Workers Docker PostgreSQL Redis Telethon Gemini A B Testing

Current

Co-Founder & CTO (AI)

Current

Archotec AI

Jan 2025 - Present (1 year 6 months)

Co-founded and leads Archotec AI as CTO, owning cognitive architecture, Active Inference, and core systems. Built COGOS cognitive runtime and ATIS security layer, plus Aura local/on-prem perception-to-decision technical lines.

Active Inference World Models Agent Abstention Security Hardening

AI Engineer (Computer Vision)

Versailles AI

May 2023 - Aug 2023 (3 months)

Built computer-vision models and production video analytics pipelines, including object detection and multi-object tracking for real-time inference on constrained hardware. Implemented data preprocessing and labeling workflows and integrated models into production systems.

Computer Vision Object Detection Multi Object Tracking data preprocessing