AI & Solution Architect · Senior Full-Stack Engineer (React, TypeScript)
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- 80639 München
- DACH-Region
- ru | en | de
- 05.11.2026
- Contract ready
Kurzvorstellung
Geschäftsdaten
Qualifikationen
Projekt‐ & Berufserfahrung
5/2026 – 11/2026
TätigkeitsbeschreibungArchitected LLM systems and agentic workflows for BUNTE.de and CHIP.de, reaching millions of monthly readers. Defined the AI architecture: RAG, tool calling, model selection, evaluation of quality and cost. Led AI enablement: rolled out AI-assisted development (Claude Code, MCP) to 30 engineers in 3 teams. Stack: TypeScript, Python, Node.js, LLM APIs (Claude, OpenAI, Gemini), LangChain, RAG, MCP.
Eingesetzte QualifikationenGenerative KI, Large Language Models, Prompt Engineering, Python, Software Architecture, Typescript, Workflows
2/2026 – 8/2026
TätigkeitsbeschreibungAI pronunciation coach: speech recognition pipeline and LLM feedback engine. Built alone, from concept to product. Stack: React, Next.js, Python, Claude, Gemini, Azure AI Speech.
Eingesetzte QualifikationenLarge Language Models, Machine Learning, React (JavaScript library), Spracherkennung, Typescript
1/2025 – 8/2025
TätigkeitsbeschreibungOwned frontend architecture of desktop music software used by millions: React / TypeScript UI, component library. Set code standards and reviews in a cross-functional product team. Stack: React, TypeScript, component library, design system.
Eingesetzte QualifikationenFrontend Entwickler, JavaScript, React (JavaScript library), Software Architecture, Typescript
1/2023 – 1/2025
TätigkeitsbeschreibungArchitected a desktop React / TypeScript tool chain for data generation, with schema-driven forms (JSON Forms, Material-UI). Introduced the testing strategy (Jest unit, Cypress end-to-end) and the CI pipeline. Stack: React, TypeScript, MobX, Node.js, JSON Forms, Material-UI, Jest, Cypress, CI/CD.
Eingesetzte QualifikationenNode.Js, React (JavaScript library), Software Architecture, Test Automation, Typescript
3/2022 – 1/2023
TätigkeitsbeschreibungGreenfield frontend architecture of an embedded web application for medical devices, in a regulated environment. GraphQL data layer, Keycloak / OAuth2 authentication with role-based access, MobX state management. Stack: React, TypeScript, GraphQL, Keycloak, OAuth2, MobX.
Eingesetzte QualifikationenFrontend Entwickler, Graphql, React (JavaScript library), Software Architecture, Typescript
1/2020 – 3/2022
TätigkeitsbeschreibungLed frontend architecture for an Industry 4.0 factory digitalisation platform. Real-time 3D visualisation of IoT data with WebGL and Unity3D inside React. Stack: React, TypeScript, WebGL, Unity3D, IoT.
Eingesetzte QualifikationenFront End, React (JavaScript library), Software Architecture, Typescript, Unity3D, WebGL (Web Graphics Library)
2/2019 – 1/2020
TätigkeitsbeschreibungBuilt an internal banking calculation application in React, TypeScript and Redux, replacing legacy tooling. Stack: React, TypeScript, Redux, fintech.
Eingesetzte QualifikationenJavaScript, React (JavaScript library), Typescript
5/2018 – 2/2019
TätigkeitsbeschreibungReal-time multiplayer browser strategy game, built alone. Stack: TypeScript, React, PixiJS, Express, WebSockets.
Eingesetzte QualifikationenNode.Js, React (JavaScript library), Typescript, WebGL (Web Graphics Library)
4/2018 – 2/2019
TätigkeitsbeschreibungSearch-as-a-service for e-commerce: React search UI, Python microservices on AWS, NLP relevance tuning. Stack: React, Python, AWS, microservices, NLP.
Eingesetzte QualifikationenAmazon Web Services (AWS), Full-Stack, Natural Language Processing, Python, React (JavaScript library)
6/2017 – 4/2020
TätigkeitsbeschreibungServerless photo sharing with image recognition. Thousands of users, built and run alone. Stack: React, Node.js, MobX, AWS Lambda, Google Cloud, Firebase, WebSockets.
Eingesetzte QualifikationenGoogle Cloud, JavaScript, Node.Js, React (JavaScript library)
11/2016 – 4/2018
TätigkeitsbeschreibungFull-stack features for ImmobilienScout24, Germany's largest real-estate marketplace: Scala microservices, JavaScript frontend, AWS. Stack: Scala, JavaScript, AWS, microservices.
Eingesetzte QualifikationenAmazon Web Services (AWS), Cloud Computing, JavaScript, React (JavaScript library), Scala
10/2016 – offen
TätigkeitsbeschreibungOwn consultancy for freelance engagements since 2016. AI engagements: Ambos (Jan to Mar 2026), an LLM content pipeline integrated into a medical CMS, with human review. Artware Studio clients (SMB): production AI workflows for fashion, events and media clients: email triage, lead processing, document extraction. AI-powered web products and automations with Next.js, Claude and n8n, from concept to production. Stack: Claude, OpenAI, LangChain, n8n, RAG, vector databases, Next.js, Cloudflare Workers.
Eingesetzte QualifikationenSoftware Architecture, Full-Stack, Node.Js, React (JavaScript library), Typescript
4/2015 – 10/2016
TätigkeitsbeschreibungCo-founder and CTO. Built the technology from scratch. Grew the company from 3 co-founders to 20+ people and secured seed funding. NLP engine that extracts construction leads from public records, permits and web sources. Big-data pipeline that processes terabytes of European construction project data. Stack: Python, Spark, Hadoop, NLP, ML, Elasticsearch, web crawling, AWS, GCP.
Eingesetzte QualifikationenAngularJS, Big Data, Git, JavaScript, Maschinelles Lernen, Python, Software Design, System Design
2/2014 – 4/2015
TätigkeitsbeschreibungPrivacy-focused search engine with millions of daily users. Owned two verticals: Rich Header and People Search. Stack: Python, NLP, Elasticsearch, AWS MapReduce, big data.
Eingesetzte QualifikationenBig Data, Cloud Computing, Git, Maschinelles Lernen, Python, Scala, Software Design
7/2013 – 1/2014
TätigkeitsbeschreibungMaster thesis in R&D: machine learning in the Semantic Web, a question-answering system with NLP. Stack: Python, machine learning, NLP, Semantic Web, SPARQL.
Eingesetzte QualifikationenBig Data, Data Mining, Java (allg.), Java SE, Maschinelles Lernen, Python, Weka (Waikato Environment for Knowledge Analysis)
6/2011 – 7/2013
TätigkeitsbeschreibungAndroid and iOS apps, full-stack web development on Google App Engine. Stack: Android, iOS, Java, JavaScript, Google App Engine.
Eingesetzte QualifikationenAndroid, Android Entwicklung, Cloud Computing, HTML, Java (allg.), JavaScript
6/2011 – 6/2012
TätigkeitsbeschreibungAndroid apps and ASP.NET backend development. Stack: Android, Java, ASP.NET, C#.
Eingesetzte Qualifikationen.Net, Android, Android Entwicklung, ASP.NET, C#, Java (allg.), Java SE
3/2010 – 6/2011
TätigkeitsbeschreibungAndroid development for an augmented-reality browser: 3D, 2D and text rendered on the camera image, based on geolocation. Stack: Android, Java, OpenGL.
Eingesetzte QualifikationenAndroid, Android Entwicklung, Java (allg.), Opengl, Python
11/2008 – 3/2010
TätigkeitsbeschreibungJava projects and TV broadcasting software in C. Stack: Java, C, CORBA, J2EE, distributed systems.
Eingesetzte QualifikationenCORBA, Embedded Entwicklung / hardwarenahe Entwicklung, J2EE, Java (allg.), Java SE, RPC (Remote Procedure Call), Subversion
6/2006 – 11/2008
Tätigkeitsbeschreibung
Mobile and Web Development + Back-end for customers on a freelance basis.
Client Java development.
OpenGL.
Android Java development.
ASP.Net.
.NET
Opengl, .Net, Android Entwicklung, Java SE, Java (allg.), Java ME, ASP.NET
Ausbildung
Technische Universität München
München
Solomon University
Kyiv
Über mich
- Senior full-stack engineer and frontend architect: React and TypeScript for Roche, Native Instruments, Scout24, Scheidt & Bachmann and others.
- AI architect: ships production GenAI systems: LLM integration, RAG, agents and AI enablement for engineering teams.
- ML and NLP since 2013: Siemens R&D thesis, Cliqz search engine, NLP engine as co-founder and CTO of Building Radar.
- Hands-on end to end: architecture, code, cloud and delivery. Leads workshops and stakeholders in English and German.
Selected work:
- BurdaForward (BUNTE.de, CHIP.de): architected LLM systems and agentic workflows reaching millions of monthly readers. Defined the AI architecture: RAG, tool calling, model selection, evaluation of quality and cost. Rolled out AI-assisted development (Claude Code, MCP) to 30 engineers in 3 teams.
- Ambos: integrated an LLM content pipeline into a medical CMS, with human review.
- Artware Studio clients: production AI workflows for fashion, events and media clients: email triage, lead processing, document extraction.
- Native Instruments: frontend architecture of desktop music software used by millions.
- Scheidt & Bachmann: desktop React / TypeScript tool chain with schema-driven forms, testing strategy (Jest, Cypress) and CI pipeline.
- Roche: greenfield frontend architecture of an embedded web application for medical devices, in a regulated environment.
- German Edge Cloud: Industry 4.0 factory digitalisation, real-time 3D visualisation of IoT data with WebGL and Unity3D.
- Building Radar: co-founder and CTO. Grew the company from 3 co-founders to 20+ people, secured seed funding, built the NLP engine and a terabyte-scale data pipeline.
Industries: pharma and medical devices, banking, media and publishing, Industry 4.0 / IoT, mobility, music tech, e-commerce search, real estate.
Open to freelance projects, contracts and permanent roles: Zurich, Munich, hybrid or remote. German (EU) citizen.
Weitere Kenntnisse
Architecture: software & solution architecture, greenfield and legacy modernisation, microservices, serverless, design systems, technical leadership
Frontend: React (React.js), TypeScript, JavaScript (ES6+), Next.js, frontend architecture, component libraries, design systems, state management (MobX, Redux, Zustand), Material-UI, JSON Forms, Storybook, WebGL, test automation (Jest, React Testing Library, Cypress), performance optimisation, accessibility (WCAG)
Backend & data: Node.js, Express, Python, Scala, Java, GraphQL, REST APIs, PostgreSQL, Elasticsearch, Spark, Hadoop, NLP / ML
Cloud & DevOps: AWS (Lambda, microservices), Google Cloud (GCP), Azure (AI Speech), Firebase, Cloudflare Workers, serverless, Docker, CI/CD, Keycloak, OAuth2
Industries: pharma & medical devices, banking, media & publishing, Industry 4.0 / IoT, mobility, music tech, e-commerce search, real estate
Persönliche Daten
- Englisch (Fließend)
- Deutsch (Fließend)
- Russisch (Muttersprache)
- Europäische Union
- Schweiz
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