Kacper
Noniewicz
Industrial automation at work.
Personal infrastructure on my own time.
About
I build software for industrial systems under real constraints: low-power embedded hardware, device integration over serial interfaces, and touch-first operation.
At Schauer Agrotronic, I work across Angular and Node.js, led the migration from a legacy Angular version to the current stack, and focused heavily on application responsiveness.
Outside of work, I build self-hosted infrastructure and AI systems in Go and Python. My current AI work is fully self-directed, from architecture to implementation.
Projects
Go service that owns the canonical write path. Validates events against JSON Schemas, persists to Postgres, handles FK-aware retries.
Stateless Go polling adapter. Config-driven HTTP fetcher that transforms API responses into Redis events. No persistence inside.
Diploma project. My scope was the ML pipeline: Python/Jupyter with TA-Lib indicators, RFE feature selection, LightGBM classifier for next-day stock trends, MongoDB writeback.
Anima is the private, event-driven system that ties my personal infrastructure together. No cloud dependency. Korpus and Pularis were extracted from here.
Read more about AnimaExperience
Software Developer
Schauer Agrotronic, Full-time
Building control software for constrained hardware systems and internal AI tooling. Leading the migration from legacy Angular to the modern stack across the product line. Current AI work is owned end-to-end, from architecture to implementation.
Software Developer
Schauer Agrotronic, Part-time
Started part-time alongside school. Built and maintained Angular-based touch interfaces, with a strong focus on responsiveness and usability in real operating environments.
Accenture Hackathon Vienna
2nd Place
2nd place. Built and pitched under time pressure in a team competition.
Education
HTBLA Grieskirchen
Informatik / Computer Sciences (EQF Level 5)
Technical diploma with computer sciences specialization. Diploma project: Futura, an ML pipeline for stock trend prediction (my scope: Python/Jupyter, TA-Lib, RFE, LightGBM, MongoDB writeback).
Contact
Reach out for work, questions about my projects, or just to talk shop.