Find the real bottleneck
We start with the process, not the technology: where time is lost, mistakes happen, or information gets stuck.
FREELANCE AI ENGINEER · AUSTRIA
I automate busyworkfor small andmid-sized teams.
I help companies save time by turning repetitive office work into reliable, easy-to-use automations. Clear scope, sensible tools, and no unnecessary complexity.
ONE SIMPLE FLOW
From recurring task to reliable result.
Incoming workEmails · forms · files
Clear rulesSort · check · route
Ready for the teamTasks · updates · reports
10+ yearsbuilding software
Millionsof users reached
End-to-endprocess to rollout
ExperienceRead my story →
ABOUT
Less copying, chasing, and admin. More time for the work that matters.
I look for the repetitive steps slowing a team down, then build a practical solution people can actually use and maintain.
Build the smallest useful solution
A focused automation that solves one real problem is usually more valuable than a large system nobody enjoys using.
Make it easy to own
Your team gets a clear workflow, sensible safeguards, and documentation that makes future changes straightforward.
AUTOMATION EXAMPLES
Small systems that remove recurring work from the week.
The exact solution depends on the company. These are the kinds of problems I can turn into reliable workflows.
INTERNAL OPERATIONS
Request & document workflow
Collect incoming requests, read the important details, route each case to the right person, and keep everyone updated without manual copy-paste.
Typical outcome: hours saved each weekKNOWLEDGE & REPORTING
Company knowledge assistant
Give a team one simple place to search procedures, project notes, and business documents — with clear sources and sensible access rules.
Typical outcome: faster answersOPEN SOURCE
Open-source work I build and maintain.
Tools and libraries that solve specific engineering problems — available to inspect, use, and improve.
OPEN SOURCE
Heimdallr
A terminal watchman for parallel sessions of agentic AI CLI tools, built to monitor, remember, and document ongoing work.
PythonCLITerminal
RepositoryOPEN SOURCE
SoftAdaptX
A Keras-native wrapper for adaptive loss weighting based on task difficulty. Implements and extends the SoftAdapt algorithm for multi-task and multi-output learning.
PythonKerasTensorFlowNumPyPyPI
RepositorySERVICES
Practical automation, from first idea to working system.
I can help with one focused workflow or stay involved through implementation, rollout, and improvement.
Process review
Map the current steps, find the costly handoffs, and choose the best place to automate first.
Document workflows
Extract, check, organize, and route information from PDFs, forms, invoices, and shared folders.
Inbox & request routing
Sort incoming messages, collect missing details, create tasks, and keep customers or colleagues informed.
Reporting & data handoffs
Move information between tools, prepare recurring reports, and reduce spreadsheet copy-paste.
Internal search
Help staff find the right answer across company documents without digging through folders and old messages.
Custom integrations
Connect the tools your team already uses with clear rules, useful logs, and room to grow.
START WITH ONE PROCESS
Tell me which recurring task wastes the most time in your week. I’ll help you work out whether automation is worth it — plainly and without a sales pitch.
Send a request