Nora Brummel

Curriculum vitae

Nora Brummel

Forward Deployed AI / UX Engineer · Cologne

Graph view

Profile

Techie, designer, and single mom of one, working at the intersection of technology, design, and social impact.

I turn complex, real-world problems into useful products by combining human insight, design, AI and working software.

My strongest skill is empathy: listening closely enough to understand what people are really trying to do, reducing a workflow to its core, and designing the simplest solution that still respects the complexity of their work. I work directly with the people who use a product and the experts around them, and carry what I learn through research and product strategy into interactive prototypes and production code.

As a Forward Deployed AI / UX Engineer, I own the product experience from the first user interview to the shipped feature. AI is part of how I work at every step: synthesizing research, engineering context for models, exploring interactions, and turning prototypes into production code at a pace that keeps users in the loop. I design and build AI systems themselves — tool-using agents grounded in verifiable data, such as sun-commons.

I'm interested in products where software meets the physical world: spatial computing, buildings, civic infrastructure, music and accessible interfaces. At UdK Berlin I connect this practice with digital innovation, responsible leadership, strategic design and digital business models; my own projects focus on service design, urban transformation and cyber-physical systems.

I speak the language of users, design, code and business — and move between them without losing the human problem.

Experience

Forward Deployed AI / UX Engineer · Lumoview

2021 – today · Cologne

Lumoview builds scan-to-BIM products for capturing, managing and digitally reconstructing buildings. As Forward Deployed AI / UX Engineer, I work where the product meets its users: I take problems from the field, turn them into product decisions and ship the solution. I lead UX and UI across LumoApp, LumoCloud and LumoCad and build what I design in React, React Native and TypeScript.

  • Embedded with users. I work alongside surveyors, modelers and quality checkers, in the field and in their tools, and own problems from first observation to shipped fix.
  • Design direction. I set UX direction, information architecture and the design system across mobile capture, cloud management and browser CAD, reducing dense expert workflows to their essential decisions without taking control away from experts.
  • Prototype to production. I replaced static hand-offs with AI-assisted code prototypes that users can validate within hours and that carry straight into production.
  • AI-native engineering. Coding agents and context engineering run through my whole workflow, from research synthesis to implementation, debugging and documentation (more than a hundred commits with AI co-authorship). They also let me deliver in unfamiliar layers, such as a point-cloud processing pipeline in Python.
  • Production software. Offline-first data, scanner integration, 3D/CAD interfaces, quality control and multilingual field workflows, plus APIs, automated tests and CI/CD (GitLab CI, GitHub Actions, Xcode Cloud).
  • Between teams. I translate field and domain needs into concepts engineering can build, and technical trade-offs into decisions the business can make, and I structured the process knowledge the company runs on.
  • Interactive prototyping — Research, design and implementation collapsed into one AI-assisted loop: working product prototypes instead of static hand-offs.
  • LumoApp — Lumoview's offline-first mobile field app for turning buildings into complete, structured scan projects.
  • LumoCad — A browser-based 3D CAD editor that turns scan data into structured building models and deliverables.
  • LumoCloud — The web platform around a building scan — projects, buildings, data, files, teams, quality control and hand-off into LumoCad.
  • pano-app — An early browser prototype for exploring building scans as connected 360° panoramas.

Web designer · Kreativkontor

2018 – 2023 · Cologne

Websites (WordPress) and social media for initiatives working for the rights and safety of women and marginalized groups.

Projects

Pebblo in progress

2026

A calling device for kids, on its way to becoming a product.

sun-commons in progress

2026 · Python · FastAPI · LLM tool use · MCP · OpenAI · Anthropic · GeoPandas · Shapely · Open data

A tool-using AI agent that explains the solar gap on public buildings with traceable open data.

Roomix

2025 · LiDAR point clouds · YOLO · Tone.js

Rooms you can hear. A scan captures the elements of a room, and each element is mapped to its own sound sequence. Walking through the room changes the sound: getting close to an element adds sound modules, your walking pace sets the tempo, and you can record what you made.

Uncool Kidz

2018

Web shop for a streetwear label from Cologne. The shop is offline now and its old domain belongs to someone else, so the label lives on Instagram ↗.

LumoCad QC

React · TypeScript · Three.js · XState · Zustand · PDF.js · TanStack Query

An end-to-end quality-control workspace for checking 3D models and 2D deliverables without leaving the CAD context.

Education

M.A. Leadership in Digital Innovation (part-time)

UdK Berlin · since 2026

A transdisciplinary, practice-based master's program for leading digital transformation without pretending complexity can simply be removed.

The four core modules are Digital Innovation, Leadership & Organisation, Design & Creativity and Digital Business Models. Together they cover innovation from idea to prototype, responsible and values-led leadership, organizational development, strategic design, creative work environments and the economic and social consequences of digital business.

Current electives extend this into sustainable innovation, data protection by design, AI and human creativity, digital market research and data governance. I bring those methods back into my product practice; my own projects focus particularly on service design, urban transformation, cyber-physical systems and responsible human–AI collaboration.

  • DOKA Cube — A research-based, playable diagnostic tool for understanding and developing creativity in teams.
  • face-scan — A camera-based interaction experiment where the analysis is theatre but the face tracking is real.

Introduction to programming with Python

Code in Place · 2023

Stanford University, online.

Certificate ↗

B.A. Digital Humanities & Art History

University of Cologne · 2017 – 2025

Thesis on decentralized data structures for research and administrative data: solid-index.

  • DADM archive — My first independent digital-humanities project: a map of 1,060 digital offers from German museums.
  • solid-index — A bachelor-thesis prototype for discovering and querying decentralized resources across Solid Pods.

ASSIST Scholar · Yearlong U.S. high-school scholarship

ASSIST Scholar · 2012

Selected through ASSIST's international application process for a yearlong scholarship at Waterford School in Salt Lake City, Utah.

ASSIST identifies high-achieving students with strong academic records, curiosity, community involvement and the ability to represent their home country. Scholars are matched with leading private high schools in North America, contribute to the school community for one academic year and join ASSIST's international alumni network.

The year was my first sustained experience of navigating a new culture and education system independently — learning to listen, adapt, communicate across perspectives and contribute before feeling fully at home.

Skills

  • AI & agentic engineering: Claude Code, Cursor, agentic coding, context engineering, LLM prompting, tool-use agents, MCP servers, OpenAI-compatible and Anthropic APIs, structured outputs, multimodal and vision workflows, AI-assisted product prototyping
  • UX research & product design: forward-deployed discovery, field research, user interviews, service design, workflow modelling, information architecture, UX/UI design, interaction design, design systems, accessibility, Figma, production-ready code prototypes
  • Languages: TypeScript, JavaScript, Python, HTML/CSS, Java
  • Web frontend: React, Vite, Three.js, React Three Fiber / drei, TanStack Query and Table, XState, Zustand, Tailwind CSS, Radix UI, Mapbox GL JS, PDF.js, web-ifc
  • Mobile & physical products: React Native, Expo, React Navigation, native iOS/Android integration, BLE, RFID / ESP32 / M5Stack, LiveKit / WebRTC, push notifications
  • Data & backend: WatermelonDB, Realm / MongoDB Atlas, Firebase / Firestore, Solid, RDF / SPARQL, Comunica, GeoJSON, REST, Node.js / Express, FastAPI, GeoPandas, Shapely
  • Spatial, CAD & vision: LiDAR and point clouds, Open3D, IFC, 360° panoramas, computer vision, MediaPipe, YOLO
  • Quality & delivery: Jest, Vitest, Testing Library, Playwright, Maestro, Detox, GitLab CI/CD, GitHub Actions, Xcode Cloud, Sentry, Vercel
  • Ways of working: interdisciplinary product teams, direct collaboration with domain experts, cross-team coordination, agile delivery, technical documentation, product strategy

Languages

  • German — native
  • English — fluent
  • Spanish — advanced
  • French — good

Music

Released as Nxxra. Most of it is unreleased and only lives here.

  • Chasing Lately — Single, 2022