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Languages  Russian - Native or Bilingual   English - Upper-Intermediate

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* [Overview](#overview)
* [Portfolio](#portfolio)

## About Me

I am an AI/ML engineer with hands-on experience across the full build cycle, including research, training, deployment, and monitoring.

My background spans autonomous agent systems, RAG pipelines, computer vision, reinforcement learning, and enterprise automation. I also build production cybersecurity systems in Rust and work on multi-agent cognitive architectures grounded in Active Inference.

I have shipped production AI products for sales automation, consulting, and document-grounded assistants across multiple markets. I am comfortable working end to end, from data preparation and experimentation to backend integration, observability, and deployment.

My technical stack includes Python, SQL, TypeScript/Node.js, Rust, PyTorch, TensorFlow, FastAPI, Docker, MLflow, PostgreSQL, Redis, and vector databases. I also use tools and frameworks for LLM agents, workflow automation, and real-time computer vision.

I am especially interested in autonomous systems, self-improving AI architectures, and practical machine learning systems that can operate reliably in production. I enjoy turning research ideas into working software with measurable outcomes.

I am open to remote opportunities in the EU, US, and UAE, and I am looking for roles where I can contribute to advanced AI engineering, applied research, and production-grade ML systems.

## Skills

### [Python](https://jobicy.com/talent/python.md)[SQL](https://jobicy.com/talent/sql.md)[Docker](https://jobicy.com/talent/docker.md)[TypeScript](https://jobicy.com/talent/typescript.md)[C++](https://jobicy.com/talent/c-plus-plus.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Cybersecurity](https://jobicy.com/talent/cybersecurity.md)[Data Engineering](https://jobicy.com/talent/data-engineering.md)[ETL](https://jobicy.com/talent/etl.md)[Monitoring](https://jobicy.com/talent/monitoring.md)[Redis](https://jobicy.com/talent/redis.md)[Grafana](https://jobicy.com/talent/grafana.md)[Prometheus](https://jobicy.com/talent/prometheus.md)[PyTorch](https://jobicy.com/talent/pytorch.md)[Rust](https://jobicy.com/talent/rust.md)[TensorFlow](https://jobicy.com/talent/tensorflow.md)[scikit learn](https://jobicy.com/talent/scikit-learn.md)[Computer Vision](https://jobicy.com/talent/computer-vision.md)[gRPC](https://jobicy.com/talent/grpc.md)[fastAPI](https://jobicy.com/talent/fastapi.md)[MLFlow](https://jobicy.com/talent/mlflow.md)[Prompt Engineering](https://jobicy.com/talent/prompt-engineering.md)[Logging](https://jobicy.com/talent/logging.md)[Reinforcement Learning](https://jobicy.com/talent/reinforcement-learning.md)[eBPF](https://jobicy.com/talent/ebpf.md)[SMTP](https://jobicy.com/talent/smtp.md)[SQLite](https://jobicy.com/talent/sqlite.md)[Object Detection](https://jobicy.com/talent/object-detection.md)[LangGraph](https://jobicy.com/talent/langgraph.md)[N8n](https://jobicy.com/talent/n8n.md)[Onnx](https://jobicy.com/talent/onnx.md)[TimeScaleDB](https://jobicy.com/talent/timescaledb.md)[PPO](https://jobicy.com/talent/ppo.md)[mTLS](https://jobicy.com/talent/mtls.md)[Federated Learning](https://jobicy.com/talent/federated-learning.md)[IMAP](https://jobicy.com/talent/imap.md)[Pose Estimation](https://jobicy.com/talent/pose-estimation.md)[Multi Object Tracking](https://jobicy.com/talent/multi-object-tracking.md)[Pgvector](https://jobicy.com/talent/pgvector.md)[YOLOv8](https://jobicy.com/talent/yolov8.md)[ByteTrack](https://jobicy.com/talent/bytetrack.md)[RAG](https://jobicy.com/talent/rag.md)[Active Inference](https://jobicy.com/talent/active-inference.md)

## Experience

AI Engineer @ IP Kuzmichev (Keine Media)  Aug 2025 - May 2026 Built full-stack Telegram-based AI products for sales automation and consulting across multiple markets. Shipped production RAG systems with analytics pipelines, daily PDF reporting, and multi-language support. Fine-tuned computer vision models and LLMs with LoRA, managed datasets and experiments, and deployed systems on production servers with Docker, monitoring, and logging. Designed relational schemas and ETL pipelines and integrated ML models into production backends.

AI Automation Engineer @ Remote Team  Mar 2026 - May 2026 Built end-to-end automation pipelines replacing manual workflows for a B2B sales company. Implemented SMTP/IMAP automation, LLM classification, Bitrix24 REST API integration, DOCX parsing, Google Drive and Sheets workflows, timeout escalation logic, and audit logging. Authored technical specifications, field maps, workflow architecture diagrams, and risk documentation.

ML Engineer @ Project-based  May 2024 - May 2026 Built logistics route optimization systems with graph neural networks and attention-based decoders. Iterated through multiple approaches and achieved strong validation performance on VRP tasks. Developed constrained reinforcement learning environments modeling cost, time, and resource limits, and diagnosed reward-shaping and non-convergence issues.

AI Researcher & Founder @ Archotec AI (independent R&D)  Jan 2025 - Present Conducting self-funded research into autonomous cognitive systems grounded in Active Inference and the Free Energy Principle. Built a cognitive kernel, a multi-agent Active Inference runtime, and a self-evolving cybersecurity system in Rust. Developed on-device AI systems for smart homes, construction sites, and cities, and published technical writing and research papers on cognitive architectures.

AI Engineer @ Versailles AI  May 2023 - Aug 2023 Built computer vision models for video analytics, including object detection, multi-object tracking, and real-time inference on constrained hardware. Created data preprocessing pipelines, labeling workflows, and integrated CV models into production services.

ML Engineer @ Internships & Research  Jan 2022 - Dec 2023 Worked on NLP classification, document processing, recommender systems, time-series forecasting, and feature engineering in internship and research settings.

## Education

Ural Radio Engineering College  Not specified  Vocational

Vocational education.

Portfolio not available.

Services not available.