Anar Rustemov

AI/ML • Berlin, Germany • UTC+01:00 • Work permits: Germany • English: B2 • Available in 2 weeks

AI Engineer

11+ years exp

11+ years ML exp

Python

Java

SQL

JavaScript

TypeScript

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Overview

Technical skills

Timeline

Roles

Overview

Senior AI architect and hands-on AI engineer delivering enterprise production AI agents and LLM/RAG systems from discovery and prototyping through deployment and production operations. Experience integrating Model Context Protocol (MCP), building evaluation and reliability workflows, and implementing AI-assisted DevSecOps automation for controlled releases. Works across backend and data engineering with FastAPI/Spring Boot, PostgreSQL and Kafka, and cloud-native deployment on Azure/AWS and Kubernetes.

Phone

Technical skills

Languages

Python

Java

SQL

JavaScript

TypeScript

DevOps

AWS

Azure

Kubernetes

Docker

Git

Rest API

GitLab

CI/CD

Terraform

Jenkins

Vector

ArgoCD

Argo Workflows

Databases

PostgreSQL

Redis

Apache Kafka

Azure Cosmos DB

AI/ML

Hadoop

PyTorch

Scikit-learn

Transformers

Claude

MLFlow

LLM

RAG

Model Context Protocol

Structured Outputs

LangGraph

LangChain

Other

Spring Boot

FastAPI

React.js

SQLAlchemy

Pydantic AI

GitHub

Hugging Face

OpenAI

GitLab CI

gRPC

AI Agents

Embeddings

Prompt Engineering

Human-in-the-Loop

LLM Guardrails

Context Engineering

Reranking

Timeline

Senior AI Architect • Lead

Inkplain LLC • Full-Time

Feb 2026 to Present 8 Months Wyoming Partially remote

Owned an enterprise AI platform end to end, from discovery and architecture through hands-on development, integration, deployment, and ongoing production improvements. Built an AI assessment agent that analyzes submissions to produce evidence-based assessment reports using RAG and MCP-based workflows. Implemented an AI-assisted DevSecOps pipeline that analyzes production error logs, proposes fixes, and routes changes through automated testing, security checks, and CI/CD with production observability.

Python

FastAPI

Java

Spring Boot

React.js

TypeScript

PostgreSQL

Redis

AWS

Docker

Kubernetes

GitHub

Rest API

LLM

Claude

Model Context Protocol

RAG

Embeddings

Vector

Structured Outputs

Prompt Engineering

AI Agents

Context Engineering

Agentic AI Engineer • Middle

Perceptive Inc • Full-Time

May 2024 to Jan 2026 1 Year 8 Months In office

Delivered production AI systems for regulated medical-imaging workflows with a focus on reliability, traceability, and explainability. Built LLM-powered agent and RAG-enabled pipelines, added rigorous evaluation and monitoring, and implemented data validation and protocol compliance steps. Integrated agent tooling via MCP to enable secure, structured interactions with enterprise services.

Python

FastAPI

Spring Boot

LLM

Claude

Model Context Protocol

RAG

Structured Outputs

PostgreSQL

Redis

AWS

Docker

Kubernetes

Git

CI/CD

GitLab

ArgoCD

Argo Workflows

Terraform

Senior AI Engineer • Senior

Samsung Electronics • Full-Time

Jun 2022 to Mar 2024 1 Year 9 Months Partially remote

Automated large sets of business processes by translating ambiguous ERP needs into architectures, prototypes, and production integrations. Built AI requirements-engineering pipelines using RAG and structured retrieval workflows, then deployed selected services on Azure with vector-search capabilities. Owned rollout reliability, troubleshooting, and iterative improvements based on user feedback across global partners.

Python

PyTorch

Scikit-learn

Transformers

FastAPI

RAG

Structured Outputs

Spring Boot

PostgreSQL

Redis

Apache Kafka

Azure

Azure Cosmos DB

Vector

AWS

Docker

Kubernetes

MLFlow

Jenkins

Git

CI/CD

GitLab

Terraform

Senior AI Engineer • Senior

Booking.com • Full-Time

Nov 2020 to Apr 2022 1 Year 5 Months Partially remote

Improved AI-supported product and delivery workflows for the Rent a Car module by shaping requirements, scope, and technical designs with stakeholders. Owned backend development and integration with existing production systems, supporting rollout while incorporating feedback. Resolved technical issues during delivery to maintain stable operations for the workflow.

Python

Java

Spring Boot

Rest API

PostgreSQL

Redis

Apache Kafka

AWS

Docker

Kubernetes

Git

CI/CD

Senior AI Engineer • Senior

Megafon • Full-Time

Aug 2018 to May 2020 1 Year 9 Months Partially remote

Launched AI-based digital services with measurable business outcomes, including reduced customer acquisition costs and faster release cycles. Developed and integrated backend services using Go and Python, supporting data processing and scalable deployment patterns. Worked with Hadoop and cloud infrastructure to deliver and operate AI service components using Kubernetes.

Python

Spring Boot

Hadoop

AWS

Kubernetes

AI Engineer - AI-Based Research Analysis • Middle

University of Leeds • Full-Time

Jun 2015 to Nov 2017 2 Years 5 Months Leeds Partially remote

Automated research-data classification and accelerated simulation-based data validation for postgraduate research projects. Implemented data-processing and backend workflows using Python, Java, and Hadoop, integrating cloud and containerized deployment approaches. Contributed to reducing manual analysis effort through streamlined pipelines and repeatable evaluation within a research operations context.

Python

Java

Hadoop

Azure

Docker

Git

Seoul National University

Master's Degree • Telecommunication Management

2011 Seoul, South Korea