Kai Wolf
Senior Software Consultant
Experience
Schwarz IT KG
Migration of the software development process of a medical technology software to the C/C++ package manager Conan
Development of macOS-specific system components
CASCINATION AG
- Development of a deep learning based classification method for cookie shapes and images
coreweb GmbH
- Consulting, coordination, and implementation in the further development and optimization of build process tooling for MICROSAR Classic
StarterStopper Pty Ltd
- Development of a configuration-based deep learning framework including a feedback mechanism for metrics to classify food items
Vector Informatik GmbH
Optimization of the software development process regarding architecture, design patterns, and dependency management for time-of-flight based 3D camera projects
Embedded software development for passive stereo cameras
Driver development
Development of a 3D reconstruction method
Performance optimization of core image processing algorithms
Robert Bosch GmbH
- Refactoring a software module for reading and converting a proprietary sensor format in the field of autonomous driving
Continental AG
- Development of a proof-of-concept for high-performance, resource-efficient signal processing filters for calibrating hearing aids on mobile devices
SICK AG
- Concept development of an image processing workflow for active alignment of camera systems for driver assistance applications
OpenDialog GmbH
- Refactoring a large codebase and performance optimization of core image processing algorithms for various hardware platforms and devices
pmdtechnologies AG
- Platform-independent porting of a codebase and numerical validation of the AI used
MITOS GmbH
- Conducting computer vision workshops focusing on object detection and measurement, image segmentation, multi-view 3D reconstruction, structure-from-motion, camera calibration, and photometric stereo
AGT Group (R&D) GmbH
- Development of desktop software for segmentation, measurement, and visualization of structures in medical 3D images (CT) with a database for managing patient data
lexoro GmbH
- Development of a prototype for detecting inclusions in translucent gemstones using an uncalibrated camera
Continental Teves AG & Co. oHG
- High-performance, concurrent implementation of signal processing and artificial intelligence algorithms on mobile devices
Aark Innotech Pvt Ltd.
- Creation of a dependency management system for R&D projects in the automotive sector
HearingAI Limited UK
Development of a cross-platform machine learning framework for mobile devices as an SDK for AR/VR applications
Mentoring and training clients in Python and machine learning for text clustering and classification tasks
Consolidation of software architecture and the build system for a biomedical software
BioDataAnalysis GmbH
Modernization of software architecture/build system and porting a calibration software (macOS) for a camera system
Runtime optimization of the image processing algorithms used
Senior Software Consultant
Kai Wolf - SW Consulting
- Development of embedded software (MCU) for an electronic immobilizer
Instrument Systems GmbH
- Consolidation of software architecture and the build system for a biomedical software
Vision Algorithms Engineer
MVTec Software GmbH
Development of efficient image processing algorithms including implementation, testing, and documentation
OCR with deep learning based methods
Complete porting of the internal build system from Make to CMake
Further development and maintenance of existing algorithms, optimization and parallelization
Cross-platform development for Windows, macOS, Linux, and embedded devices
Technical Project Manager
MAS Software GmbH
Research and development of a method for tamper-proof detection of craquelure patterns based on image features and surface structures
Creation and maintenance of an in-house library for reuse in embedded projects
Management of applicant processes and training of new employees
Software Developer
MAS Software GmbH
Specification and implementation of an application software for an IEC61850-compliant interface for controlling substations
Setup and maintenance of continuous integration environments
Supervision of trainees
Intern
SIC! Software GmbH
Integrating applications and features into Android-based e-books
Testing software, plug-ins, and frameworks
Conducting smoke and release tests for Android and iPhone applications
Effort estimation for client requests
Brainstorming for game development on Android and iPhone
Research Assistant, Computer Vision and Mixed Reality
Hochschule RheinMain
Design and implementation of a low-cost, easy-to-use structured-light 3D scanner for CNC-Step
Implementation of a real-time structured-light method for an intraoral scanner by a.tron3d GmbH
Porting a 3D computer vision application to Android and evaluation of an optical chroma splitter
Summary
Computer Vision
Image Processing
Embedded
IoT
Machine Learning
Deep Learning
DevOps
MLOps
Design Patterns
Software Performance and Optimization
Software Architecture
SOLID
OOP
TDD
Build Systems
Continuous Integration/Deployment (CI/CD)
Edge Computing
C
C++
Python
Java
Lua
CMake
Conan
Gradle
Bazel
Make
Jenkins
Docker
Azure
ROS
PlatformIO
ARM Cortex
RTOS
ESP32
STM32
Microchip AVR
I2C
GPIO
PWM
MIPI
SPI
UART
CAN
BLE
Logic Analyzer
Oscilloscope
Linux
HALCON
QT
OpenCV
ITK
VTK
Android
SIMD/NEON
OpenMP
OpenCL
CUDA
Yocto
Halide
PyTorch
TensorFlow
Languages
Education
Master of Science · Computer Science · 1.7
Bachelor of Science · Media Informatics · 2.3
HDI-Gerling Lebensversicherung AG
Apprenticeship as an insurance clerk · Wiesbaden, Germany
Certifications & licenses
iSAQB® Certified Professional for Software Architecture, Foundation Level
iSAQB
HALCON Expert Certificate
Similar Freelancers
Discover other experts with similar qualifications and experience
- English
- Deutsch
2025 © FRATCH.IO GmbH. All rights reserved.