Patrik Garten
Technical Lead Conversational AI
Experience
Technical Lead Conversational AI
CANCOM
- Led a technical team to develop agent-based chatbot solutions (React, TypeScript, Python, FastAPI)
- Designed the architecture for multi-LLM dialogue systems – focusing on maintainability, UX, and autonomous operation
- Aligned stakeholders, managed CI/CD processes, and integrated AI at the enterprise level
Chief Information Officer & Co-Founder
AICT Group
- Built an AI-powered conflict prevention platform – combining LLMs, recommender systems, and knowledge graphs
- Responsible for overall architecture, agent design, ML model integration, and compliant data processing
- Developed scalable coaching systems with real-time feedback loops – strategic use of AI in a human context
IT Instructor & Coach (Freelancer)
Nextise, ptm-Akademie, GFU Cyrus, garten.dev
- Conducted hands-on training in web development, DevOps, network security, and OOP (Kotlin, Docker, PostgreSQL)
- Developed targeted training programs for SMEs and educational institutions – over 100 participants, high implementation rate
AI Engineer (Freelancer)
mib Institut / copiki
- Developed a RAG-based assistant system for knowledge access in wiki environments using Python, FastAPI, and OpenSearch
- Integrated LLMs for text-based navigation and content generation, including semantic search and entity recognition
AI Solution Architect & Developer
garten.ai
- Developed custom AI assistant systems for SMEs, healthcare, and education – focusing on relieving workload instead of adding overhead
- Designed RAG architectures, agent workflows, and automated pipelines for structured knowledge processing
- Implemented production-ready systems with Python, LangChain, FastAPI, OpenAI, Qdrant, Make/n8n – from concept to operation
- Advised on AI governance, system accountability, and sustainable integration of LLMs into existing business processes
Backend Developer (Freelancer)
Mein Paul
- Set up a Laravel architecture to digitize tax consulting – focus on security and scalability
- Document management, client communication, task flows – all centrally integrated via REST APIs
Full Stack Developer (Freelancer)
Bringmeister, IU, loud GmbH
- Migrated complex backend systems (PHP to Kotlin/NestJS), UI with VueJS, React Native, and Tailwind
- Responsible for DevOps processes (CI/CD, Docker, GitHub Actions) and QA in university and retail projects
Previous roles (selection)
DMK, idowapro, MDSystec, Databay, DATAMED
- TYPO3 development, Android apps, QA & testing, CMS extensions, network and software support
- Apprenticeship as an IT specialist (application development), graduated July 2013
Industries Experience
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Experienced in Information Technology (13 years), Education (5 years), Retail (3 years), Healthcare (2.5 years), and Professional Services (1 year).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (16 years), Quality Assurance (14 years), Product Development (13.5 years), and Research and Development (2.5 years).
Summary
I build systems where others just sell tools. AI isn't a buzzword for me but a lever to create real relief.
As an AI Solution Architect, I combine deep technical expertise with entrepreneurial thinking. I think in structures, not interfaces. I don't build demo projects but scalable architectures – robust, maintainable, effective.
My goal: empower companies not just to use AI but to lead with it. Not to experiment, but to take responsibility.
Skills
Programming Languages
- Python
- Typescript
- Kotlin
- Php
- Java
- Sql
- C
- C++
- Bash
Frameworks & Libraries
- Langchain
- Fastapi
- Flask
- Tensorflow
- Keras
- Pytorch
- Django
- Nestjs
- Vue.js
- Laravel
- Symfony
Machine Learning
- Llms (Gpt, Claude, Gemini)
- Rag
- Embeddings
- Transformers
- Scikit-learn
- Xgboost
- Deepeval
Databases & Vector Search
- Postgresql
- Mysql
- Mongodb
- Redis
- Qdrant
- Weaviate
- Opensearch
- Pinecone
Cloud & Devops
- Docker
- Kubernetes
- Github Actions
- Gitlab Ci/cd
- Aws
- Azure
- Gcp
- Terraform
Automation & Workflows
- N8n
- Make
- Zapier
- Cron
- Serverless
- Kafka
- Rabbitmq
Data Analysis & Visualization
- Pandas
- Numpy
- Matplotlib
- Seaborn
- Tableau
Tools & Platforms
- Vs Code
- Intellij
- Git
- Jira
- Confluence
- Notion
- Storybook
Project Methodologies
- Scrum
- Kanban
- Agile
- Okrs
- User Stories
- Git Flow
Cms & Web Systems
- Typo3
- Wordpress
- Ghost
- Drupal
Security & Privacy
- Network Security
- Data Encryption
- Gdpr
- Dpia
Languages
Education
IU International University
B.Sc. in Computer Science · Computer Science · Erfurt, Germany
Certifications & licenses
PersCert TÜV
Certified AI Consultant (TÜV RHEINLAND)
AI Training Institute & TÜV Rheinland AG
Profile
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