Ralph Navasardyan - AI Lead Engineer Car...

Q: Where is Ralph based?

Ralph is based in Rückersdorf, Germany .

Q: What languages does Ralph speak?

Ralph speaks the following languages: German (Native), English (Advanced) .

Q: How many years of experience does Ralph have?

Ralph has at least 25 years of experience. During this time, Ralph has worked in at least 32 different roles and for 9 different companies . The average length of individual experience is 1 year and 9 months . Note that Ralph may not have shared all experience and actually has more experience.

Q: What is Ralph's latest experience?

Ralph's most recent position is AI Lead Engineer Car Configurator for leading German premium manufacturer at e-ntegration GmbH .

Q: What companies has Ralph worked for in recent years?

In recent years, Ralph has worked for e-ntegration GmbH , Open Source , Open source community , and DMG MORI AG .

Q: Which industries is Ralph most experienced in?

Ralph is most experienced in industries like Information Technology , Professional Services , and Manufacturing . Ralph also has some experience in Automotive and Energy .

Q: Which business areas is Ralph most experienced in?

Ralph is most experienced in business areas like Information Technology , Customer Service , and Marketing . Ralph also has some experience in Product Development , Research and Development , and Operations .

Q: Which industries has Ralph worked in recently?

Ralph has recently worked in industries like Information Technology , Professional Services , and Manufacturing .

Q: Which business areas has Ralph worked in recently?

Ralph has recently worked in business areas like Information Technology , Product Development , and Research and Development .

Recommended expert

Rückersdorf, Germany

Experience

Mar 2026 - Dec 2026

10 months

AI Lead Engineer Car Configurator for leading German premium manufacturer

e-ntegration GmbH

Intent-driven approach to configure all models across all series automotive in all distribution markets of this car manufacturer
Developed a customer-facing, conversation-driven integration layer to achieve 100% hallucination-free technical configurations
Utilized Microsoft Azure AI Services: AI Foundry, Agent Service, AI Search; Prompt Shield Services; Content Security; Terraform; API Gateway; AI Gateway; Container Services; Azure Agent SDK; Agent Skills; RAG; MCP Servers and tools

Oct 2025 - Dec 2026

1 year 3 months

AI Architect Multi Channel CRM Tracker

e-ntegration GmbH

Managed various communication channels (WhatsApp, Email, WebChat) with generative AI
Enabled employees to trigger conversations with business customers via CRM
Implemented AI-driven conversation tracking, escalation, and cross-channel management
Technologies: OpenAI GPT-5; Python/FastAPI; React; GDPR; CRM APIs; WhatsApp Business API; ChatWerk API

Sep 2025 - Dec 2026

1 year 4 months

AI Architect General AI Orchestrator Agent for Generative Workflows

e-ntegration GmbH

Created a seed project providing web frontend and API backend for forward-deployed AI engineers
Enabled specification-driven modifications, private/local inference, integration layers for MCP, A2A discovery, MQTT sensor data, external email signals, subagent orchestration, checkpointing, concept mapping
Technologies: Claude Code 2.0; Claude Agent SDK; Google A2A; MCP Server/Client; RDF store; Vector store; MQTT client; Email connectivity; Vector search; Knowledge graph; code generation; Git; Anthropic Sonnet, Opus, Haiku; Model proxies; React/Vite; node.js/nest.js; GitHub; OpenTelemetry and OpenInference tracing; GDPR

Aug 2025 - Dec 2026

1 year 5 months

Strategic AI Architect Enterprise IP Lifecycle Management Agents

e-ntegration GmbH

Designed a set of generative AI agents supporting IP experts in working with international patent data
Implemented complex LLM-based algorithms tailored for business domains to answer legal or engineering questions
Technologies: OpenAI GPT-5 deep-research; Anthropic Opus, Sonnet, Haiku; React; GDPR; Patent Database APIs; A2A implementation; MCP servers; Anthropic Agent SDK

Apr 2025 - Dec 2026

1 year 9 months

Strategic AI Architect genAI Blueprints, PoCs and MPVs

e-ntegration GmbH

Provided enterprise blueprints for multiple use cases to establish common security guidelines, efficient resource usage, interoperability between business units
Technologies: Azure AI Foundry; Machine Learning; Agents; Azure Purview; Azure App Service; Azure Container Instances; LangGraph; LangChain; OpenAI Agent SDK; Azure Logic Apps; Python/FastAPI; React; Terraform; neo4j

Apr 2025 - Dec 2025

9 months

Strategic AI Architect Technical Product Configurator for Engineering

e-ntegration GmbH

Developed a general AI agent network solving complex technical configuration problems through independent agents
Connected each agent to specialized algorithms and knowledge bases (knowledge graph, relational database)
Achieved 100% precision with no hallucinations
Technologies: Azure AI Foundry; LangGraph Agents; LangChain; Python; neo4j Graph Database; MSSQL; MCP Servers; Azure App Service; Azure Container Instances; React; Terraform; OpenTelemetry AI monitoring/tracing; DSGVO

Mar 2025 - Jun 2025

4 months

System Integrator AI employees

e-ntegration GmbH

Integrated AI agents with human employees in energy and gas trading using diverse CRMs and pricing backends
Enabled agents to make outbound calls and process emails with attachments
Technologies: n8n workflow automation; VAPI; GPT-4.1; Claude 3.7 Sonnet; React/Next.js; PostgreSQL; S3 Object Storage; Python/FastAPI; DSGVO

Dec 2024 - Dec 2026

2 years 1 month

AI Product AI guided application process

Built a tenant-aware web app for processing complex application forms with attached documents via a resumable chat session
Integrated digital signature and direct submission to CRM or ERP
Technologies: GPT-4o; Claude 3.5 Sonnet; React/Next.js; PostgreSQL; S3 Object Storage; Python/FastAPI; neo4j

Dec 2024 - Dec 2026

2 years 1 month

AI Product Memory Preservation System

Created an AI interviewer conducting multiple interviews to extract personal experiences and professional knowledge
Structured data for AI access with vector, full text, and knowledge graph storage
Offered customizable business and standard personal editions in 5 international languages
Technologies: GPT-4o; Claude 3.5 Sonnet; React/Vite; PostgreSQL; S3 Object Storage; Python/FastAPI; neo4j; API integration platform n8n

Dec 2024 - Dec 2026

2 years 1 month

AI Product Self-service for AI enhanced Content Production Pipelines

Open Source

Developed an open source project providing user self-service capabilities for AI agents and workflows in a secure, private environment targeted at EU companies
Leveraged self-hosted n8n workflows as a major building block
Technologies: n8n workflow automation; GPT-x; Claude 3.7 Sonnet; React/Next.js; PostgreSQL; S3 Object Storage; Python/FastAPI; DSGVO

Jul 2024 - Dec 2026

2 years 6 months

AI Product AI Agents Process Automation Platform

Developed highly customizable AI agents with ChatBot interface supporting complex instructions and FAQs uploaded to RAG storage
Enabled agents to read/write live systems via tool/function calling and API integrations, including workflows in make.com
Technologies: GPT-4o; React; PostgreSQL; S3 Object Storage; node.js; make.com; VoiceFlow; speech-to-text; text-to-speech; RAG

May 2024 - Aug 2024

4 months

AI Architect AI Agents Debug & Trace Environment

Open source community

Guided generative AI (cloud and local) with real-world knowledge (knowledge graph) and structure (finite state machine) for high-quality outputs
Technologies: GPT-4o; other LLMs; LLama3; Python LangChain/FastAPI; React

Jan 2024 - Present

2 years 3 months

Author Generative AI and Data Engineering for Software Developers

Published an Amazon hardcover and ebook to explain the complete toolchain of machine learning data products and architectural patterns for LLM applications
Covered LLMs, GPT-4 and other LLMs, model training and evaluation, AI frameworks

Jan 2024 - May 2024

5 months

Cloud Architect Integration of TULIP no-code platform

DMG MORI AG

Integrated a cloud-based no-code platform with Celos X machine software for bi-directional high-performance data flow
Implemented enterprise authentication and authorization
Technologies: TypeScript; API Management/OpenAPI 3.0; Streamlit; Python/FastAPI; Angular; React Material UI

Jan 2024 - May 2024

5 months

System Integrator Translation Management System Integration

DMG MORI AG

Integrated two AI-based translation management systems into Azure DevOps workflows for 12 international teams
Technologies: Python; FastAPI; Azure DevOps

Nov 2023 - Jan 2024

3 months

AI Architect AI-augmented chatbot for large PDF manuals (RAG)

DMG MORI AG

Implemented retrieval augmented generation using GPT-4 models to answer from a large PDF knowledge base of technical and programming manuals
Technologies: Azure Cognitive Search; GPT-4 Turbo; CosmosDB; Python LangChain/FastAPI; Azure Functions; Angular frontend

Jul 2023 - Dec 2023

6 months

Enterprise Architect ARC 42 Enterprise Documentation / Export control

DMG MORI AG

Created comprehensive documentation of the Celos X software artifacts from machine hardware to cloud
Introduced CycloneDX SBOM standard for export control, regulations, and risk assessment
Technologies: Jira; Confluence; Azure DevOps

Feb 2023 - Jul 2023

6 months

Cloud Architect Integration of ISTOS production planning system

DMG MORI AG

Connected cloud frontends and on-premise machines to cloud-based production planning system with enterprise authentication and authorization
Technologies: Azure API Management/OpenAPI 3.0; Kafka; OpenID Connect/OAuth2; Microservices; Azure Functions; Azure CosmosDB; Terraform

Aug 2022 - Jan 2023

6 months

Remote

Data Architect Implementation of PAYZR Business Model (Data Flow)

DMG MORI AG

Developed a headless machine-to-cloud data flow with fraud detection, remote deactivation, enterprise regulations, external billing, high security (WORM storage, stream validation)
Implemented pay-per-use business model
Technologies: Azure IoT Edge; OPC-UA; Azure Stream Analytics; Azure Functions; C#; API Management/OpenAPI 3.0; Azure Data Explorer

Aug 2022 - Jan 2023

6 months

Data Architect Unification format for upstream machine data

DMG MORI AG

Developed integrative data structures abstracting vendor-specific control properties (Siemens, Heidenhain, FANUC, Mitsubishi)
Implemented cloud-layer data processing mechanisms
Technologies: JSON; YAML; XML; Azure Data Explorer; Azure Data Factory; Databricks

Jan 2022 - Aug 2022

8 months

Cloud Architect Cloud frontends for Celos X IIoT devices

DMG MORI AG

Implemented a region-aware landing zone for international customers providing secure management UI for factory shopfloor machine control
Technologies: Angular; Azure Functions; API Management/OpenAPI 3.0; Azure Static Web Apps; CosmosDB; C#/.NET Core; Network Policies; Terraform; Azure IoT Edge; Azure EventHub; Azure EventGrid; Entra ID; Azure Blob Storage; Azure Table Storage

Oct 2021 - Jun 2022

9 months

Cloud Architect Enterprise IIoT device management

DMG MORI AG

Built a master device management portal for regional workflows and monitoring of devices managed by Azure and Software AG cumulocity
Implemented OTA software updates, version management, and ERP integrations
Technologies: Angular; Azure API Management/OpenAPI 2.0; Azure Functions; Azure IoT Edge; Software AG Cumulocity; SAP; BAAN; Entra ID

Jan 2021 - Oct 2021

10 months

Cloud Architect Concept for international Azure data centers

DMG MORI AG

Designed integration and rollout concept for international Azure data centers (Asia, Europe, USA) and connections to regional enterprise systems
Technologies: Terraform; ARM Templates; Microsoft Bicep; Azure CLI

Oct 2020 - Jun 2022

1 year 9 months

Data Architect Data Engineering / Predictive Maintenance

DMG MORI AG

Routed real-time shopfloor data streams to regional event hubs
Implemented stream analytics for predictive maintenance and error escalation
Performed edge processing of high-frequency sensor data
Technologies: Azure EventHub; Azure EventGrid; SCADA; Edge Gateways; MTConnect; Kafka; OPC UA; MQTT; IO-Link Master; Azure ML Studio; Azure Stream Analytics; Azure Functions/API Management; Azure Data Factory; Python

Oct 2020 - Jan 2021

4 months

Data Architect Digital Subscription and Licensing Model

DMG MORI AG

Designed data model for digital subscriptions including licensing, free tiers, and API-exposed services in matrix organization
Technologies: MS Dynamics CRM; Entra ID; SAP; BAAN; API monitoring; Azure monitoring

Sep 2019 - Jan 2024

4 years 5 months

Product Owner CNC Machine Software Celos X (Industrie 4.0)

DMG MORI AG

Served as product owner and architect for the enabling team, establishing best practices for 8 international development teams
Technologies: Docker; Linux; Traefik API Gateway/OpenAPI 3.0; GoLang; Microservices; Angular; Python; C#/.NET Core; Azure Functions; Azure DevOps pipeline; CosmosDB; C++; G-Code; MTConnect; MQTT; OPC-UA

May 2018 - Aug 2019

1 year 4 months

Data Architect IIoT Platform (Industrie 4.0)

Saurer AG (China)

Delivered reference implementation for Saurer’s first smart factory in China including Andon system, shopfloor KPI monitoring, performance analysis, supply chain monitoring, remote support
Technologies: MES (Forcam); Kubernetes/Rancher; Nutanix; AWS; React/mui; microservices; Java; ELK; ZeroMQ; REST APIs; Swagger; GraphQL; SAP; API Management; WeChat; GitLab

May 2017 - Jan 2018

9 months

Cloud Architect IoT Platform x

BMW Mobility

Developed a global platform for new mobility models (ride hailing, car sharing) integrated with app infrastructures
Technologies: Kubernetes; AWS; MQTT; Java/Glassfish; Jenkins; Docker; DevOps toolchain; API Management/OpenAPI 2.0; contract testing

Oct 2016 - Apr 2017

7 months

Data Architect Digitales Kassenarchiv

DATEV e.G.

Built the first public cloud application for storing cash register data for 10 years with full compliance to German tax laws
Technologies: Kubernetes; microservices; SSO / ForgeRock; REST APIs; OAuth2; SQL Server; MongoDB; RabbitMQ; Java; API Management

Feb 2016 - Aug 2019

3 years 7 months

Chief Technical Officer

Consort NT Competence Center Microservices

Led a team of 20 developers connecting modern frontends to API-centered AWS or on-premise Nutanix backends for streaming data scenarios
Provided DevOps consulting for industry clients
Technologies: Kubernetes; microservices; AWS; API gateways; OpenAPI/Swagger; Auth0; Java; ELK; RabbitMQ; ZeroMQ; AWS SQS; Python; Kotlin; C#/.NET Core; Angular; React; GraphQL; GitLab; Docker

Jan 2001 - Dec 2026

26 years

Founder and CEO Enterprise Innovation & Technology Consulting

Founded and led a GmbH offering consulting across all publicly available internet technologies

Jan 2001 - May 2011

10 years 5 months

Innovation Architect Digitization

Siemens Industry HQ

Served as innovation architect for major systems: customer support web apps, B2B web shops, online marketing CMS and newsletter systems
Technologies: Microsoft SQL Server; MongoDB; IBM WebSphere; SAP; C#; Java; SQL Server Integration & Reporting Services; TIA Portal; WinCC; Ladder/STEP; OPC UA; C++; Profibus; Elastic Search; FAST Enterprise Search; SharePoint; semantic search

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Information Technology, Professional Services, Manufacturing, Automotive, and Energy.

Information Technology

Professional Services

Manufacturing

Automotive

Energy

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Information Technology, Customer Service, Marketing, Product Development, Research and Development, and Operations.

Information Technology

Customer Service

Marketing

Product Development

Research and Development

Operations

Skills

Extensive Experience As A Data And Microservice Architect In Cloud Environments, Building Scalable Enterprise Platforms (Using Azure Or Aws)
Ux Professional For Web-based Ui Technologies (React, Angular, ...) Leveraging Public And Private Managed Api Infrastructures
Big Data Technologies: Skilled In Generative Ai, Message Brokers And Field Protocols, Databricks, Adx, Sql & Nosql And Azure Data Factory/etl
Fullstack Developer With More Than 20 Years Of Practice In Python, C#, Typescript, Java And Golang In Enterprise Devops Environments With Ci/cd Tools

Languages

German

Native

English

Advanced

Education

Diploma in Computer Science (FH) · Computer Science

Certifications & licenses

Microsoft Azure Professional Developer

Microsoft

AWS Certified Developer

AWS

AWS Solution Architect

AWS

AWS Sysops Engineer

AWS

Certified SCRUM Product Owner

MS Certified AI Engineer, Data Scientist

Statistics

Experience

Total positions 32

Experience in Information Technology 25 y

Avg length 2 y

Longest experience 25 y 2 m

Expertise

Recent roles AI Lead Engineer Car Configurator for leading German premium manufacturer, AI Architect Multi Channel CRM Tracker, AI Architect General AI Orchestrator Agent for Generative Workflows

Main industries Information Technology, Professional Services, Manufacturing

Main business areas Information Technology, Customer Service, Marketing

Qualifications

Highest degree Master

Certifications earned 6

Profile

Created

March 2026

Need a freelancer? Find your match in seconds.

Try FRATCH GPT

Frequently asked questions

Do you have questions? Here you can find further information.

Where is Ralph based?

Ralph is based in Rückersdorf, Germany.

What languages does Ralph speak?

Ralph speaks the following languages: German (Native), English (Advanced).

How many years of experience does Ralph have?

Ralph has at least 25 years of experience. During this time, Ralph has worked in at least 32 different roles and for 9 different companies. The average length of individual experience is 1 year and 9 months. Note that Ralph may not have shared all experience and actually has more experience.

What roles would Ralph be best suited for?

Based on recent experience, Ralph would be well-suited for roles such as: AI Lead Engineer Car Configurator for leading German premium manufacturer, AI Architect Multi Channel CRM Tracker, AI Architect General AI Orchestrator Agent for Generative Workflows.

What is Ralph's latest experience?

Ralph's most recent position is AI Lead Engineer Car Configurator for leading German premium manufacturer at e-ntegration GmbH.

What companies has Ralph worked for in recent years?

In recent years, Ralph has worked for e-ntegration GmbH, Open Source, Open source community, and DMG MORI AG.

Which industries is Ralph most experienced in?

Ralph is most experienced in industries like Information Technology, Professional Services, and Manufacturing. Ralph also has some experience in Automotive and Energy.

Which business areas is Ralph most experienced in?

Ralph is most experienced in business areas like Information Technology, Customer Service, and Marketing. Ralph also has some experience in Product Development, Research and Development, and Operations.

Which industries has Ralph worked in recently?

Ralph has recently worked in industries like Information Technology, Professional Services, and Manufacturing.

Which business areas has Ralph worked in recently?

Ralph has recently worked in business areas like Information Technology, Product Development, and Research and Development.

What is Ralph's education?

Ralph holds a Master in Computer Science.

Does Ralph have any certificates?

Ralph has 6 certificates. Among them, these include: Microsoft Azure Professional Developer, AWS Certified Developer, and AWS Solution Architect.

What is the availability of Ralph?

Ralph will be available full-time from April 2026.

What is the rate of Ralph?

Ralph's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.