About

Simon Doba

AI Consultant & DevOps Engineer

I build AI systems, cloud infrastructure, and web applications. Based in Berlin, I work at the intersection of engineering and design - from architecture to interface.

My Path

I started building software in 2017 at a small startup in Stuttgart - Android apps, route optimization, UI design. That's where I discovered I care equally about how something works and how it feels.

From there I moved to Berlin, studied Computer Science at TU Berlin, and worked as a working student at enterprise companies: MHP (Porsche subsidiary), T-Systems, and now Orbit. Each role pulled me deeper into infrastructure, DevOps, and eventually AI.

At MHP, I ran a GenAI feasibility study for a DAX-10 corporation - LLM-powered documentation automation that hit 80% quality against a 50% gate. At T-Systems, I helped build the Digital Ventures department and shipped satellite teletext extraction systems. Now at Orbit, I'm building a multi-LLM chatbot platform with RAG pipelines for production environments.

On the side, I authored a research study analyzing 24,560 pull requests to understand how AI coding agents impact CI/CD pipelines. That research drives the consulting I do for teams adopting AI tools.

Experience

AI Consultant

Orbit GmbH
Nov 2025 – Present

Building a multi-LLM chatbot platform with RAG pipelines, vector databases, and modular middleware for production customer environments.

PythonFastAPISvelteQdrantKubernetesHelmGitLab CI/CDOllama

Software Engineer

T-Systems International
Nov 2023 – Oct 2025

Satellite teletext extraction via UDP multicast streams. Co-built the Digital Ventures department. DevOps infrastructure with Terraform on OTC and AWS.

TypeScriptCDKTFAWSDockerTerraformGitLab CI/CD

Backend Developer / DevOps

MHP (Porsche Subsidiary)
May 2022 – Oct 2023

GenAI feasibility study for a DAX-10 corporation: LLM-powered documentation automation. Azure cloud infrastructure with Terraform for DAX-40 companies.

AzureTerraformLangChainOllamaPythonGitLab CI

Junior Fullstack Developer

Ascaion GmbH
Dec 2018 – Sep 2021

Dynamic grant application portal for cultural organizations. Automated testing and multi-environment deployment pipelines.

AngularASP.NETC#MSSQL

Junior Software Engineer

aceArt GmbH
Aug 2017 – May 2018

Android app for route navigation with 100+ waypoints including route optimization. UI/UX design and dashboard development.

AndroidAngularFigmaLaravel
Education & Certifications

B.Sc. Computer Science

Technische Universität Berlin

2018 – 2026

Thesis: Design and prototypical development of an interdisciplinary data platform for harmonizing heterogeneous daylight data.

Certifications

  • AWS Cloud Practitioner
  • AI Certificate – Charité Berlin
Research

Do AI Coding Agents Break Your CI/CD Pipeline?

An empirical study analyzing 24,560 pull requests across 447 GitHub repositories. Found that AI-authored PRs have 19.4% higher odds of CI failure, with small PRs failing at 2x the rate of human changes.

Read the full study

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