25.11.2025 aktualisiert

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AI Engineer & Cloud Architect | GenAI, LLM Agents, RAG, MCP | AWS, Python, TypeScript |SaaS, MVP,POC

Düsseldorf, Deutschland Bachelor of Engineering in Computer Science
Düsseldorf, Deutschland Bachelor of Engineering in Computer Science

Profilanlagen

mw-resume.pdf

Über mich

AI Engineer building GenAI apps, LLM agents, RAG systems & cloud-native platforms. Stack: Python, FastAPI, TypeScript, Next.js, React, Flutter, AWS. Delivered AI solutions for Fortune 500s & startups. Shipped MVPs in weeks, scaled to 100k+ users. Remote only.

Skills

FlutterA/B TestingAPIsKünstliche IntelligenzAmazon Web ServicesCloudfrontAmazon S3Software für Optische ZeichenerkennungComputer VisionSaasCloud ComputingCloud-EngineeringDatenbankenContinuous IntegrationAmazon DynamodbE-CommerceElasticsearchGithubInfrastrukturPythonPostgresqlMongodbNode.JsObjekterkennungOpencvPrototypingRedisNext.jsSemantikStreamingTechnische LeitungTypescriptSpracherkennungWebsocketTailwindReactJSLarge Language ModelsMulti-Agent SystemsKostenoptimierungBackendFastapiAmazon RdsKubernetesLow-latencyHuggingFaceCoaching und MentoringAWS FargateLogistikprozesseGraphqlMachine Learning OperationsReact NativeFront EndApi-GatewayFintechRestful ApisTerraformGPTDocker
Senior AI & Cloud Engineer delivering production-grade GenAI systems, cloud infrastructure, and fullstack applications for Fortune 500s, DAX companies, and high-growth startups.

AI & ML:
- LLM Integration: OpenAI GPT-4, Claude API, Anthropic MCP, Mistral, Llama, HuggingFace
- AI Agents: LangChain, LangGraph, CrewAI, multi-agent orchestration, function calling
- RAG Systems: Pinecone, Qdrant, Weaviate, pgvector, semantic search, embeddings
- Computer Vision: YOLO, OpenCV, OCR, Tesseract, AWS Textract, object detection
- Speech: Whisper, real-time transcription, speech-to-text pipelines
- MLOps: Model deployment, monitoring, A/B testing, cost optimization

CLOUD & DEVOPS:
- AWS: Lambda, ECS, Fargate, S3, Bedrock, SageMaker, API Gateway, CloudFront, RDS
- Infrastructure: Docker, Kubernetes, Terraform, CI/CD, GitHub Actions
- Databases: PostgreSQL, MongoDB, Redis, Elasticsearch, DynamoDB

FULLSTACK:
- Backend: Python, FastAPI, Node.js, REST APIs, GraphQL, WebSockets, streaming
- Frontend: React, Next.js, TypeScript, TailwindCSS
- Mobile: Flutter, React Native

TRACK RECORD:
- Scaled platforms 0 to 100k+ users
- Low-latency AI systems (<600ms)
- MVPs shipped in weeks
- Cloud costs reduced 40%+
- Technical leadership & mentoring

Founded XDevelopment for end-to-end AI solutions—prototyping to production. Product-minded engineer focused on long-term maintainability and business impact.

Industries: FinTech, HealthTech, E-commerce, Media, SaaS, Logistics

Open to: GenAI integration, AI agents, cloud architecture, fullstack dev, technical consulting, fractional CTO.

Sprachen

DeutschGrundkenntnisseEnglischMuttersprachePolnischMuttersprache

Projekthistorie

AI & Cloud Software Engineer

-

Internet und Informationstechnologie

50-250 Mitarbeiter

-

Software Engineer

Stealth Fitness Startup

Internet und Informationstechnologie

10-50 Mitarbeiter

-

Software Engineer

AI Startup

Internet und Informationstechnologie

10-50 Mitarbeiter


Zertifikate

EF SET English Certificate (C2 Proficient)

EF SET

2023

MTA: Windows® Server Administration Fundamentals

Microsoft

2020

MTA: Networking Fundamentals

Microsoft

2020

IC3 Computing Fundamentals - Global Standard 4

Certiport

2020

CompTIA IT Fundamentals Certification

CompTIA

2019


Portfolio

item-0

Chat Interface - Open Source LLM

The Chat WebUI is a sophisticated and user-friendly web application designed to provide an interactive chat interface leveraging the Ollama API. Built with React for the front end and Nest.js for the back end, this WebUI offers seamless integration, high performance, and a modern user experience.
https://github.com/martwozniak/ollama-chat-webui
exali-logo

exali Berufshaftpflicht-Siegel

Das original exali Berufshaftpflicht-Siegel bestätigt dem Auftraggeber, dass die betreffende Person oder Firma eine aktuell gültige branchenspezifische Berufs- bzw. Betriebshaftpflichtversicherung abgeschlossen hat.

Versichert bis: 01.11.2026


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