09.09.2026 aktualisiert

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Full-Stack & AI Engineer - TypeScript, React, Node.js, Python, LLM, RAG, Elasticsearch

Wien, Österreich
Nur Remote
MSc Software Engineering & Internet Computing (ongoing), TU Wien | BSc Computer Science, Ljubljana
Wien, Österreich
Nur Remote
MSc Software Engineering & Internet Computing (ongoing), TU Wien | BSc Computer Science, Ljubljana

Profilanlagen

cv.pdf

Über mich

Full-stack and AI engineer, 4 years, based in Vienna. I build LLM products end to end: RAG pipelines, vector search, evals, and the TypeScript/React/Node app around them. Currently co-founding a document search platform, live with paying enterprise customers. 20-30 h/week, remote, English.

Skills

RAGLLMOpenAIAzure OpenAILangChainJavaJavaScriptKünstliche IntelligenzElasticsearchInformation RetrievalPythonPostgreSQLMachine LearningNatural Language ProcessingNode.jsNext.jsTypeScriptReact.jsBackendFront EndApi Design
Full Stack Development
Expertise in building end-to-end web applications using TypeScript, React, Next.js, Remix, Nest.js, and Prisma, covering everything from data ingestion pipelines to frontend UX with high-performance retrieval and secure file management.

AI & RAG Architecture
Deep knowledge in designing and implementing Retrieval-Augmented Generation (RAG) architectures, integrating LLMs, vector databases such as Qdrant, and semantic search pipelines with query rewriting and re-ranking for production-grade AI applications.

Search & Data Engineering
Proficiency in Elasticsearch and PostgreSQL for building advanced search pipelines, managing large document corpora, and engineering automated data workflows including web-scraping and real-time PDF generation.

Python & Automation
Strong skills in Python for web-scraping, pipeline automation, and AI-powered content generation, including integration with image generation models and automated email parsing workflows.

Java & Backend Development
Experience with Java, Hibernate, and JAX-RS for backend development, including database migrations, rule-based heuristic algorithms, and integration with tools like Jira.

DevOps & Tooling
Practical experience with Git, Docker, n8n, Jira, and Figma for version control, containerization, workflow automation, project management, and UI design collaboration.

Computer Vision
Hands-on experience implementing computer vision systems using face detection with DNN, color masking, OCR text recognition, and speech recognition within autonomous robotic systems.

tRPC & API Design
Experience using tRPC and Effect-TS for type-safe API design and communication between frontend and backend in modern TypeScript-based full stack applications.

Workflow Automation with n8n
Automation of business processes such as sales pipelines using n8n, replacing manual data entry with dynamic, real-time workflows triggered by inbound client communications.

Erfahrung

Berufserfahrung0 - 5 Jahre
Freelancer seit2025

Sprachen

DeutschGrundkenntnisseEnglischverhandlungssicherSlowenischMuttersprache

Projekthistorie

Full Stack Developer

Freelance
Collaborated with Epistemy d.o.o. on a web application for Schranner negotiation training, translating Figma wireframes into a functional UI with interactive dashboards and an administration panel. Developed a client-portal for an architecture firm using Next.js and PostgreSQL with secure file management, internal messaging, and automated email event triggers. Automated a travel agency sales pipeline using n8n. Maintained and scaled an AI-powered course generator with Python web-scraping pipelines. Technologies: Next.js, TypeScript, PostgreSQL, Python, Nest.js, n8n.

Co-founder / Full Stack Developer

Modern Legal
Architected and deployed a legal document search engine utilized by 6 of the 10 largest law firms in Slovenia. Engineered an advanced search pipeline using Elasticsearch and Qdrant for semantic search with full RAG architecture including query rewriting and re-ranking. Managed end-to-end full-stack development from data ingestion pipelines to frontend UX. Technologies: Remix, React, TypeScript, Qdrant, Elasticsearch, Drizzle ORM.

Full Stack Developer

PostXL GmbH
Maintained and expanded a project-based organizational tool utilized by McKinsey to optimize client time-to-market. Developed acceleration functionalities allowing users to manipulate interactive Gantt charts, test resource reallocations, and identify ways to shorten the critical path. Technologies: TypeScript, Next.js, tRPC, Nest.js, Prisma. Location: Dresden, Germany (Remote).

Full Stack Developer

MARAND d.o.o.
Developed an internal time-tracking application integrated with Jira, adopted by approximately 30 employees. Engineered a rule-based heuristic algorithm analyzing Jira action logs and timestamps to automatically suggest timesheet entries. Led robust database migrations for an insurance policy calculation app using Java and Hibernate. Technologies: Java, JavaScript, Hibernate, JAX-RS. Location: Ljubljana, Slovenia.

Project Developer - RoboSheriff Autonomous Robot System

University of Ljubljana
Developed an autonomous robot using ROS that successfully identified and apprehended a target in a simulated environment. Implemented a computer vision system utilizing face detection (DNN), color masking, and OCR text recognition. Integrated speech recognition for NPC dialogue and a waypoint navigation system, achieving full marks on the mission. Built with Python, C++, and ROS.

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