Case studies and selected work across AI systems, web engineering, software architecture, and performance-critical development.
AI Software Engineer
AI-Powered RAG System for Legal Case Analysis
Completed
Development of a secure RAG platform for a law firm to structure, analyze, and query extensive legal case files. The system processes documents, evidence, correspondence, and party statements, making case-specific information accessible through a conversational AI interface with traceable source references.
Development of a case-specific AI assistant for a law firm
Automated extraction, segmentation, and indexing of legal documents
Semantic search across evidence, correspondence, and party statements
Source-based answers with references to the underlying documents
Structured separation of evidence, opposing statements, and client statements
Secure case and document management for sensitive legal information
AI Software Engineer · Anonymised social services provider
Internal Knowledge & RAG System for Social Services
Completed
Development of an internal RAG-based knowledge platform for an anonymised social services provider. The system gives employees quick, context-specific access to internal policies, process documentation, and operational guidelines—for example, after an accident involving a company vehicle or when handling specific client situations.
AI-assisted access to internal policies and operational procedures
Context-specific guidance for incidents involving company vehicles
Retrieval of care guidelines for specific client situations
Automated extraction, segmentation, and indexing of internal documents
Source-based answers with references to the underlying documents
Integration with the organization’s existing document structure
Expansion and continuous improvement of a Solana-based blockchain trading application. The project focuses on extending existing functionality, improving code quality, optimizing system efficiency, and adapting data structures to support further growth. Finalizing the project by integrating the existing system into the Cielo Finance ecosystem.
Expansion of existing system functionality
Improvement of code quality and maintainability
Optimization of system efficiency and performance
Adaptation of existing software and data structures
Full ownership over the integration to Cielo Finance
Design, development, and maintenance of a custom website for an occupational therapy practice. Built without website builders, using a pure Next.js stack with a focus on performance and clarity.
Development of a deep on-chain wallet analysis and copy-trade simulation tool for the Solana blockchain. The system enables detection of trading patterns, analysis of post-trade price movements, and realistic simulation of delayed copy-trading strategies.
Conceptual design and planning of a test automation architecture for in-vehicle entertainment and emergency communication systems within the automotive domain.
Design of a test automation structure
Focus on infotainment and emergency systems
Automotive connectivity domain expertise
Python
Tech Lead · Kasper Collectables
Inventory Management System with Price Automation
Completed
Development of an inventory management system using a Python middleware, Strapi CMS, and a Next.js frontend. Initially based on CSV exports for marketplaces, later extended with direct API integrations and automated price comparison via web scraping.
Python middleware for data processing
Integration with e-commerce marketplaces
Automated price comparison via web scraping
Evolution from CSV-based workflows to API integrations
PythonTypeScriptNext.jsVercelHeroku
Software Engineer · Cariad via CarByte GmbH
API Governance & Backstage Reporting
Completed
Development of a Node.js microservice for linting and breaking-change detection of OpenAPI specifications. Automated report storage in Azure Cosmos DB and integration into the developer platform via custom Backstage plugins.
