Kai Wolf

Senior Software Consultant

Wiesbaden, Germany

Experience

Oct 2024 - Apr 2025
7 months
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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

Sep 2024 - Feb 2025
6 months
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CASCINATION AG

  • Development of a deep learning based classification method for cookie shapes and images
Sep 2024 - Dec 2024
4 months
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coreweb GmbH

  • Consulting, coordination, and implementation in the further development and optimization of build process tooling for MICROSAR Classic
Apr 2024 - May 2025
1 year 2 months
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StarterStopper Pty Ltd

  • Development of a configuration-based deep learning framework including a feedback mechanism for metrics to classify food items
Nov 2023 - Jun 2024
8 months
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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

Oct 2023 - Jan 2024
4 months
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Robert Bosch GmbH

  • Refactoring a software module for reading and converting a proprietary sensor format in the field of autonomous driving
May 2022 - Mar 2023
11 months
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Continental AG

  • Development of a proof-of-concept for high-performance, resource-efficient signal processing filters for calibrating hearing aids on mobile devices
Mar 2021 - Dec 2024
3 years 10 months
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SICK AG

  • Concept development of an image processing workflow for active alignment of camera systems for driver assistance applications
Sep 2020 - Dec 2020
4 months
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OpenDialog GmbH

  • Refactoring a large codebase and performance optimization of core image processing algorithms for various hardware platforms and devices
Feb 2020 - Mar 2022
2 years 2 months
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pmdtechnologies AG

  • Platform-independent porting of a codebase and numerical validation of the AI used
Jul 2019 - Dec 2020
1 year 6 months
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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
Apr 2019 - Aug 2019
5 months
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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
Mar 2019 - Mar 2019
1 month
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lexoro GmbH

  • Development of a prototype for detecting inclusions in translucent gemstones using an uncalibrated camera
Dec 2018 - Jun 2019
7 months
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Continental Teves AG & Co. oHG

  • High-performance, concurrent implementation of signal processing and artificial intelligence algorithms on mobile devices
May 2018 - Jul 2018
3 months
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Aark Innotech Pvt Ltd.

  • Creation of a dependency management system for R&D projects in the automotive sector
Apr 2018 - Mar 2020
2 years
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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

Mar 2018 - Jul 2018
5 months
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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

Jan 2018 - Present
7 years 7 months

Senior Software Consultant

Kai Wolf - SW Consulting

  • Development of embedded software (MCU) for an electronic immobilizer
Jan 2018 - Apr 2019
1 year 4 months
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Instrument Systems GmbH

  • Consolidation of software architecture and the build system for a biomedical software
Feb 2016 - Dec 2017
1 year 11 months

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

Mar 2015 - Jan 2016
11 months

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

Oct 2013 - Mar 2015
1 year 6 months

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

Mar 2011 - Jun 2011
4 months

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

Aug 2010 - Dec 2012
2 years 5 months

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

German
Native
English
Advanced

Education

Oct 2011 - Sep 2013
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Master of Science · Computer Science · 1.7

Sep 2008 - Oct 2011
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Bachelor of Science · Media Informatics · 2.3

Sep 2005 - Jan 2008

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

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