Astro Experts in Germany

• Complete greenfield rebuild across the whole stack — built AI-native: backend in Go and NestJS, PostgreSQL (CNPG) on K3s with GitOps/Terraform; frontend on Angular 22, zoneless.
• Orchestrated coding agents (e.g. Claude Code, Cursor) across the entire lifecycle — architecture, implementation, testing, reviews, documentation — driven by Specification-Driven Development (SDD).
• “Bruno” — LLM commentator persona backed by RAG and MCP for a personality that stays consistent across all generations (match previews, post-match reports, his own virtual bets).

Angular 22 (zoneless, without Zone.js), Claude Code, Claude Code Skills, CNPG, Cursor, Design Tokens (Spec for Code), Docker, Gherkin, Git, GitLab, GitOps, Go, Google Gemini, Grafana, Hetzner Cloud, K3s, Keycloak, Kubernetes, Lighthouse, LLM Integration, Model Context Protocol (MCP), NestJS, Node.js, NPM, Playwright, PostgreSQL, Prometheus, RAG, REST, Specification-Driven Development (SDD), Structured Outputs, Terraform, TypeScript, Vitest

Company in the industrial sector

Projects completed during retraining

• Rebuilt the company website from WordPress using a modern stack with Astro and TypeScript, deployed on Vercel (live at sybarium.vercel.app); replaced the legacy CMS with a faster, maintainable system.
• Reduced page load time by ~80% (from 5 s to under 1 s) through optimization, caching, and asset optimization.
• Developed n8n automation workflows that integrate several REST APIs and internal systems, saving more than 3 hours of manual work per week.

• Ongoing support and further development.

• Built marketing site for video app launch
• Implemented responsive UI and performance optimizations

• Consulting and project management for customers such as Advantest, IBM, Mercury Computer Systems Inc, Adara Networks, Themis Computers, CheckPoint, Smart Technologies Inc, Soma Networks Inc, Plus Server AG, Positron Inc.

• Roles: Software Team Lead, Subproject Lead, System Subproject Lead, System Engineering, Requirements Engineering and Management, QA and Process Expert.

• Automotive industry experience (2008–2025) with customers such as Elektrobit, Valeo, Magna, Bosch, Continental, Schaeffler, BMW, TRW, ALPS.

• Project examples:

• Hanon Systems: CI/CD development and test automation (ETAS ISOLAR AUTOSAR, Jenkins, AWS, Azure).

• Magna Inc. and GETRAG: Consulting for SW integration and process improvement (ASPICE audit, ASIL-B).

• Valeo: SW project lead for Park Assist and Volvo/JLR, release planning, mentoring, process adjustments, ASPICE compliance.

• Schaeffler AG: System engineer and SW project manager, development of functional specifications, subprocess frameworks for RM, CM, V&V.

• Mahle Electric Drives: System Requirements Engineer, algorithm optimization, Embedded C/C++, unit and integration testing.

• Bosch/Daimler: Design and development of Multi-Core-AUTOSAR and RTE layers, Continuous Integration Framework, Change Management.

• Elektrobit: Development of AUTOSAR BSW configuration tools, bootloader framework, performance optimization, debugging.

• ALPS Automotive/CDN Automotive: Low-memory AUTOSAR architecture, BSW and ASW integration, automation of documentation and code generation.

• KOM Technologies Group: Internal SW Development Subcontracting for Daimler OHCM, CAN drivers, SSA integration, AURIX MCAL development.

• Extensive Linux/Automotive experience (2005–2025) at MBTI, Advantest Corporation, Harman Samsung, Valeo, Molabo GmbH, Continental Automotive, Mercury Computer Systems Inc, General Dynamics Mission Systems, US Telco Vendor, Adara Networks, Positron Inc, Soma Networks Inc, CheckPoint, NDA projects, Plus Server AG, KOM Technologies Group (R&D).

• Contributed to the design of the new financial services integration layer and moderated the architectural discussions
• Oversaw the security concept and approval of the application
• Prepared infrastructure setup and best practices for the Kotlin backend

Re-platforming an e-commerce shop to a microservice architecture

• Goal: Replace an outdated Shopware system with a scalable, future-proof solution based on microservices and a headless architecture.
• Led a full architecture consulting process and defined the microservice boundaries based on a headless architecture with commercetools as PIM/OMS and Next.js as the frontend solution.
• Developed and integrated several decentralized services (e.g. internationalization, personalization).
• Took over the configuration of central third-party systems such as Contentstack and Algolia.
• Built a stable cloud infrastructure on Google Cloud with monitoring via Grafana.

Technologies: commercetools, Next.js, Contentstack, Algolia, Google Cloud, Grafana, TypeScript, Shopware

Development of an international e-commerce platform

• Goal: Build a high-performance, user-friendly and international e-commerce platform.
• Defined a scalable, high-performance and maintainable software architecture that served as the foundation for the platform's international expansion.
• Selected a best-of-breed technology stack that enabled the development of an industry-leading shop and reduced development effort for new features by 30%.
• Ensured seamless integration of critical third-party systems (PIM, CRM, ERP) to guarantee end-to-end business processes and a consistent data foundation.
• Implemented comprehensive tracking and analytics tools for continuous performance monitoring and optimization of the customer journey.

Technologies: React.js, Next.js, commerceTools, Algolia, Salesforce, Heroku, CI/CD, PHP, Google Analytics

AI-powered personalization and customer data platform in e-commerce

• Goal: Replace static content with a dynamic, AI-based personalization strategy to increase user relevance and automate marketing processes.
• Designed and built a customer data platform to aggregate and combine customer and analytics data from distributed sources.
• Implemented automated categorization of customer profiles as the basis for delivering personalized content and product recommendations in the Shopware frontend.
• Developed a semantic similarity algorithm based on Python and OpenAI to calculate product and content similarity from user profiles.
• Built the technical connection to retail media platforms to control external ad placements along the customer journey.

Technologies: Shopware 6, Python 3, OpenAI, Elasticsearch, PHP, Symfony, Twig

Shopware tracking & consent architecture (GDPR) for 4 online shops

• Goal: Build a unified, GDPR-compliant tracking infrastructure across multiple shops with central consent management across several Shopware instances.
• Defined a comprehensive tracking guide and developed a modular architecture compatible across multiple Shopware versions.
• GDPR-compliant integration of Usercentrics and Adobe Launch through a central tag manager.
• Full tracking setup (page, order, product, user) incl. partner-specific tracking (Emarsys, Channelpilot, etc.).
• Detailed event and error tracking to proactively identify technical drop-offs.

Technologies: Shopware, Adobe Analytics, Usercentrics, Tag Manager, PHP, MySQL, GDPR

AI/LLM search engine with RAG and hybrid search (Python, Elasticsearch)

• Goal: Build an AI-powered search engine with RAG architecture and hybrid search to accurately match service providers from over 500,000 company records.
• Developed an automated data pipeline (web scraping + LLM) that continuously crawls company data and converts it into structured formats using LLMs.
• Implemented a RAG workflow incl. vectorization for semantic search to increase search accuracy and relevance.
• Configured and fine-tuned Elasticsearch for hybrid search (vector + keyword search).
• End-to-end development of backend API, frontend and deployment on live servers.

Technologies: Python, FastAPI, Elasticsearch, LLM, RAG, React, Docker, Web Scraping

AI/computer vision system (Python, ML) – object detection under difficult conditions

• Goal: Develop an AI-powered recognition system with reliable performance even in rain, fog, snow and darkness.
• Built and annotated a large training dataset incl. difficult conditions.
• Trained a YOLO-based object detection model; carried out systematic error analysis and improved data quality and preprocessing.
• Coordinated with stakeholders through regular status updates.

Technologies: Python, Machine Learning, TensorFlow, PyTorch, YOLO, OpenCV

• Development of a CMS-based online platform as a central hub for multimedia brand communication, focusing on accessibility, web performance, and data protection.
• Technologies: PHP, Craft CMS, Twig, HTML, CSS, JavaScript, Alpine.js, htmx.

• Development and maintenance of backend services for channel integrations, including email, WhatsApp, and helpdesk connections
• Further development of the broadcast and list creation system
• Bug fixing and optimization of existing features in conversation and inbox management
• Maintenance of database infrastructure and development environment

• Optimized the UI of the Android-based POS software 'TallyUp'
• Analyzed the existing interface and collected user feedback based on system and distributed systems design
• Developed new designs and features
• Implemented improvements using Angular and Ionic
• Used NestJS, MySQL, MongoDB, PostgreSQL, Redis, MS SQL, RabbitMQ
• Technologies: TypeScript, Angular, Ionic, chart.js, Docker, GitLab CI, GitHub Actions, Stencil.js, Astro, Polymer, Shopware 5, Magento 1.x, Lerna, Storybook, Jenkins, Gitea, Material UI, Axios, Bootstrap, gulp.js, Bower, Deployer, Go, Handlebars, jQuery, OpenAI API, nginx, FrankenPHP, SonarQube, LokiJS

• Product strategy and roadmap development for digital health portal
• Requirements engineering and feature prioritization
• User story definition and backlog management
• Prototype development
• Implementation of continuous delivery
• Search engine optimization
• Technological environment: Claude Code, Claude Sonnet 4.5, Agentic Coding, TypeScript, React, AstroJS, PostgreSQL, JetBrains IntelliJ, Netlify, Supabase, GitHub Actions, Git, DevOps, continuous delivery

• Role: Software Engineer & Applied Mathematician (Mathematical optimization for scheduling; duration: 1 months; team setting: Team of 2, remote; technologies: JuMP, Julia, Pluto, Svelte, JavaScript, TypeScript, JetBrains Space, Terraform, Nomad)

• Role: Software & Cloud & Web Engineer (Building scalable data science compute cluster from scratch; duration: 11 months; team setting: Team of 1, on-site; technologies: Terraform, Kubernetes, k8s ingress, k8s services, k8s RBAC, k8s networking, k3s, etcd, S3, DNS, certificates, Julia, Pluto, JavaScript, Tailwind, Astro, npm, Parcel, Preact, MUI, JWT, AWS SQS, AWS RDS, Python, GitLab, GitHub)

• Role: AI & Web Engineer (Custom ChatGPT service; duration: 1 months; team setting: Team of 2, remote; technologies: Python, Poetry, LangChain, Tailwind, ChatGPT API, Flask, FastAPI)

• Role: Architect & Data Engineer (Central datalake setup and ingestion; duration: 9 months; team setting: Team of 5, remote; technologies: Infrastructure-as-code, AWS CDK, Python, Boto3, PySpark, AWS Glue, IAM, S3, ECS, Fargate, Lambda, Apache Hudi, DeltaLake, Databricks, GitHub, Jira, Miro)

• Role: Software Engineer (PoC Julia migration of scikit-decide; duration: 1 months; team setting: Team of 2, remote; technologies: Python, Julia, GitHub)

Design, development, and consulting of software solutions in international, cross-functional agile projects (SAFe / Scrum), focusing on financial services and UX development.

Service Unit: Customer Experience Digital Solutions