# Work - Maj Korent

Where Maj Korent engineers: production software across several companies, computer vision research, and the robotics that started it.

## Experience

### Computer Vision Engineer - WMinus (Dec 2023-present)

Robotics Engineer from December 2023, Computer Vision Engineer from January 2025. Full-time, on-site. Computer-vision systems, internal tooling, client platforms, and a multi-tenant ERP with tax certification, localization and industrial robot and CNC integrations.
- Computer-vision systems in production, from the camera to the deployment
- Contributed to an ERP system with tax certification and localization, including industrial-robot and CNC integrations
- Built roughly fifty websites and applications for clients

### Software Consultant - 507 (Feb 2026-present)

Freelance. Production software for companies I hold a piece of, shipped and operated end to end, with an overnight coding-agent pipeline keeping several codebases moving in parallel.
- Ships and operates production mobile and web products end to end: infrastructure, CI/CD, monitoring, incident response
- Runs a personal overnight autonomous coding-agent pipeline, with its own control plane and dashboard
- Holds equity earned as a working engineer, not as a passive investor

### Drone Developer - TRITRI (Nov 2025-Feb 2026)

Freelance, hybrid. Drone software.

### Machine Learning Researcher - Sers Team Robotics, Slovenia's national RoboCupJunior team (Sep 2023-Nov 2025)

Seasonal. The computer vision and the embedded systems the competition robot runs on: the model, the STM32 firmware, the drivers, part of the PCB.
- Built a custom character-detection model running under 1 MB of memory at a stable ~120 FPS and ~90% accuracy
- Developed STM32 firmware for the robot platform: custom drivers for IR sensors, color sensors, motors and internal communication
- Contributed to custom PCB design for the robotics platform

### Computer Vision Researcher - Faculty of Electrical Engineering and Computer Science, and SERS (Sep 2022-Jun 2025)

Applied computer-vision research: CNN architectures for image classification, large-scale dataset processing, published work.
- Optimized large-scale image-recognition models, cutting false detections by about 5% in real-world testing
- Processed and labeled 9+ TB of image data with consistent validation systems
- Built a supervised pipeline for neural-network training data, reaching over 80% accuracy on a 100GB dataset

### .NET Developer, internship - ZENN, web solutions (Oct 2023-Nov 2023)

Two months in Portugal, hybrid. Web applications in .NET and C#, agile team.

## Projects

### RoboCup Rescue Vision Model (2025)

Lightweight victim-recognition model for RoboCup Rescue Maze, running real-time on a microcontroller-class device.
- Tech: OpenMV, FOMO, Computer Vision, STM32, Embedded ML
- Repo: https://github.com/korentmaj/RoboCup-Rescue-Model-2025

### Industrial ERP & POS Platforms (2026)

Production ERP and point-of-sale platforms for manufacturing and retail clients, with tax certification and multi-country localization.
- Tech: TypeScript, Python, Odoo, CI/CD

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