Applied AI Tools
Building AI-enabled tools that fit naturally into how people already work, with a focus on usefulness over novelty.
AI Engineer at Elixirr Digital
I am David Bowman, an AI Engineer at Elixirr Digital. I help teams understand where AI can genuinely improve their work, then build tools and automations that are useful in practice.
My background is in mathematics, where I learned to navigate complex ideas, communicate carefully, and build structure around ambiguity. I bring that same approach to applied AI engineering today.
Current work
I help turn modern AI capability into dependable systems that support real teams and real operating problems. I keep client specifics confidential, so this site focuses on the kinds of work I care about.
Building AI-enabled tools that fit naturally into how people already work, with a focus on usefulness over novelty.
Looking for repeated manual steps, information bottlenecks, and decision points where careful automation can make work smoother.
Helping teams capture, structure, search, and reuse complex information through thoughtful AI systems and interfaces.
Working style
I aim to be the kind of engineer clients enjoy working with: clear, curious, helpful, and careful with the details.
I like making technical ideas understandable, whether that means explaining progress, surfacing blockers, or turning fuzzy requirements into concrete next steps.
I care about code quality, accuracy, dependable delivery, and security, especially as AI systems move quickly into sensitive business processes.
AI engineering moves quickly, so I stay adaptable: testing new tools, learning from mistakes, and keeping the focus on business value.
I value respectful collaboration and active listening, especially when bridging technical implementation and operational goals.
Background
Before moving into AI engineering, I studied mathematics at the University of Bonn. My interests included stable homotopy theory, algebraic geometry, and chromatic homotopy theory. I still keep this work visible because it shaped how I learn, explain, and organise complex material.
Publication
Co-authored with Dora Puljic and Agata Smoktunowicz. Published in 2023, with links to the DOI and a related talk.
Master's thesis
A longer piece of mathematical writing from my time at the University of Bonn.
Organised seminar
Introductory seminar organised with Fabian Schnelle in Sommersemester 2025 at the Max Planck Institute for Mathematics.
Organised seminar
Wintersemester 2024/2025 seminar organised with Itamar Mor on ambidexterity in chromatic homotopy theory.
Workshop organisation
Co-organised and cofounded with Tobias Barthel and Wern Juin Gabriel Ong. Kleine AT is a one-day workshop series for early-career algebraic topologists in NRW and nearby regions.
Workshop organisation
Meeting organised with Abhijit Aryampilly Jayanthan in March 2025.
Archive
Informal notes, seminar material, and writing from my mathematical work.
Community
A selection of workshops and conferences I attended while active in mathematics.
Wuppertal, April 2025
Cambridge, January 2025
Edinburgh, November 2024
Bonn, November 2024
Bielefeld, September 2024
Paris, May 2024
Contact
If you are looking for a friendly AI engineer who enjoys making complex things useful, I would be happy to connect.
This is David Bowman's personal website. It is not an official Elixirr Digital website.