Available to hire
I am Genady Polishchuk, a passionate software developer with over 15 years of experience in C++ and strong skills in Python, Java, and machine vision technologies. I enjoy working on complex projects involving machine learning, computer vision, and embedded systems. My background includes leading technical teams, developing AI solutions, and collaborating closely with stakeholders to deliver automated and efficient tools.
I hold a Master’s and Bachelor’s degree in Computer Science and have been fortunate to contribute to various industries including healthcare, automotive, retail, and manufacturing. I’m always eager to apply my knowledge in deep learning frameworks like PyTorch and TensorFlow to create impactful solutions. When I’m not coding, I like to organize and streamline team workflows to maximize productivity and ensure successful project outcomes.
Language
Javanese
Advanced
Work Experience
Senior Software Developer at Hercules Dynamics
April 1, 2023 - PresentDeveloped parts of machine learning systems using C++, C, Python, Qt/QML, and GStreamer. Implemented multi-threading and inter-process communication. Created Qt/QML viewers for visualization of streaming video, LiDAR point clouds, and detection results. Developed GStreamer sinks and sources to transfer video and LiDAR data between devices and viewers.
Software Development Consultant at TeloGenomics
February 1, 2023 - PresentDeveloped tools for automation of cancer diagnostics using C++, C#, Python, PyTorch, and Azure. Fine-tuned cancer cell detection models and deployed to production. Organized software development processes by collaborating with lab managers and technicians to identify automation use cases, creating work breakdown structures, tracking progress, and generating user documentation.
Technical Team Lead at Zebra Technologies
January 31, 2023 - July 19, 2025Led development of AI solutions such as Rotated Object Detection for industrial applications. Designed, developed, tested, integrated, and debugged AI models in PyTorch. Worked closely with product owners to refine requirements and ensure outcomes matched needs. Managed work breakdown structures and prioritized assignments using Agile and Jira. Developed Deep Learning training infrastructure and integrated solutions into existing training servers.
Senior Software Developer at Zebra Technologies
December 1, 2021 - July 19, 2025Developed solutions for automated retail stock management, including price label localization and decoding using traditional computer vision and deep learning in C++, OpenCV, Python, and PyTorch. Incorporated and customized libraries developed by other teams. Developed CI/CD tools for automatic integration testing. Created tools for deep learning training, annotation, visualization, and manual annotation facilitation.
Software Developer (Contractor) at Ford Motors
March 1, 2019 - July 19, 2025Developed UI components for car infotainment systems using C++ and Qt.
Software Developer (Contractor) at 3D Signatures
October 1, 2017 - July 19, 2025Developed tools for cancer cell detection and classification in C++ and Java.
Software Developer at Chipworks Inc
November 30, 2016 - July 19, 2025Developed new products in an Agile environment including CNN-based detection verification tools, client-side object extraction tools with Java and REST API, performance improvement tools for annotation teams, image mosaic stitching and polygon editing tools, flow-chart editing tools in Java/JNI/C++/MIL, and Google-Earth-like multi-layer image mosaic manipulation tools. Developed feature extraction and SEM image analysis algorithms in C++, polygon analysis algorithms, and circuit editing tools using C++/Qt under Linux.
Freelance Software Developer
February 1, 2006 - July 19, 2025Developed image analysis feature extraction algorithms for semiconductor images in C++/MFC and MIL, defect detection algorithms for LCD screen inspection, sample presentation tools in Visual Basic and SQL, and website content management using HTML.
Software Developer at Matrox Electronic Systems Ltd
March 1, 2002 - July 19, 2025Developed new products including a robust pattern recognition algorithm in C++ MIL and an automatic testing system for pattern recognition tools. Supervised and trained programmer interns.
Software Developer at Applied Materials
December 31, 2000 - July 19, 2025Developed image acquisition, processing, and visualization algorithms using C++, Genesis Native API (application level embedded programming), and MIL.
Software Developer and Research Assistant at Computer Science Dept., Ben Gurion University
December 31, 1999 - July 19, 2025Conducted research in concept formation and genetic programming with focus on artificial intelligence. Created a concept learning system in Java with dynamic function/thread creation. Developed sophisticated UI, thread visualization, and debugging tools. Taught C++ and Operating Systems to undergraduate students and created, invigilated, and graded exams.
Lecturer at Negev College, Sderot, Israel
December 31, 1999 - July 19, 2025Taught C programming to college students. Created, invigilated, and graded exams. Supervised graduate student projects.
Senior Software Developer at Hercules Dynamics
April 1, 2023 - PresentDevelop parts of machine learning systems in C++, C, Python, Qt/QML, GStreamer, using multi-threading and inter-process communication and synchronization. Created Qt/QML viewers for visualization of streaming video and LiDAR point clouds, developed GStreamer sinks and sources for video and LiDAR data transfer and acquisition.
Software Development Consultant at TeloGenomics
February 1, 2023 - PresentDeveloped tools for automation of cancer diagnostics including cancer cell localization using C++, C#, Python, PyTorch, Azure. Fine-tuned cancer detection models and deployed to production. Organized software development processes and collaborated with lab manager and technicians to identify use cases, created work breakdown structures, tracked progress, and documented user manuals.
Technical Team Lead at Zebra Technologies
January 31, 2023 - July 19, 2025Led development of AI solutions for rotated object detection in industrial settings using PyTorch. Defined and refined requirements with product owners, managed work items using Agile and Jira, developed training infrastructure for Deep Learning models. Integrated solutions into existing training servers.
Senior Software Developer at Zebra Technologies
December 1, 2021 - July 19, 2025Designed and developed traditional and AI-based solutions for price label localization and decoding in retail stock management. Developed CI/CD tools, manual annotation and debugging tools in Python and PyTorch. Worked closely with other teams to integrate and customize libraries.
Software Developer (Contractor) at Ford Motors
March 1, 2019 - July 19, 2025Developed UI components for car infotainment systems using C++ and Qt.
Software Developer (Contractor) at 3D Signatures
October 1, 2017 - July 19, 2025Developed tools for cancer cell detection and classification using C++ and Java.
Software Developer at Chipworks Inc
November 30, 2016 - July 19, 2025Developed multiple products including CNN-based detection verification tools, client-side object extraction tools with AWS cloud integration, image mosaic manipulation and annotation tools, flow-chart editing tools, SEM image acquisition and processing tools including frame grabber setup (application-level embedded programming). Worked in Agile environments, fixed bugs, deployed and tested software.
Freelance Software Developer
February 1, 2006 - July 19, 2025Developed feature extraction algorithms for image analysis, defect detection algorithms for LCD screens, sample presentation tools using Visual Basic and SQL, and website content management in HTML for various clients.
Software Developer at Matrox Electronic Systems Ltd
March 1, 2002 - July 19, 2025Developed pattern recognition algorithms and automatic testing systems for pattern recognition tools using C++ and MIL. Supervised and trained interns.
Software Developer at Applied Materials
December 31, 2000 - July 19, 2025Developed image acquisition, processing, and visualization algorithms in C++ using Genesis Native API and MIL.
Software Developer and Research Assistant at Computer Science Dept., Ben Gurion University
December 31, 1999 - July 19, 2025Conducted research in Concept Formation and Genetic Programming. Developed concept learning systems, user interfaces, and debugging tools in Java and Perl. Taught C++ and Operating Systems to undergraduate students.
Lecturer at Negev College
December 31, 1999 - July 19, 2025Taught C programming to college students, created and graded exams, supervised graduate student projects.
Senior Software Developer at Hercules Dynamics
April 1, 2023 - PresentDevelop parts of machine learning systems in C++, C, Python, Qt/QML, GStreamer, use multi-threading and inter-process communication and synchronization. Created a Qt/QML viewer for visualization of streaming video, LiDAR point clouds and detection results. Developed GStreamer sinks and sources for transferring and obtaining data from LiDAR devices.
Software Development Consultant at TeloGenomics
February 1, 2023 - PresentDevelop tools for automation of cancer diagnostics including cancer cell localization using C++, C#, Python, PyTorch, and Azure. Fine-tuned a cancer cell detection model and deployed it to production. Organized the software development process including use case identification, work breakdown structure, progress tracking, and user documentation creation.
Technical Team Lead at Zebra Technologies
January 31, 2023 - July 19, 2025Led development of Rotated Object Detection AI solution for industrial object detection trained on diverse objects. Designed, developed, tested, and integrated the solution in PyTorch. Worked with product owners to define requirements and ensure alignment with project goals. Created plans, assigned tasks, used Agile and Jira for project management, and built training infrastructures for Deep Learning models.
Senior Software Developer at Zebra Technologies
December 1, 2021 - July 19, 2025Worked on price label localization solutions for retail shelves using traditional Computer Vision and Deep Learning in C++, OpenCV, Python, and PyTorch. Incorporated third-party libraries into products and helped develop CI/CD tools for integration testing. Developed annotation, visualization, and debugging tools to facilitate Deep Learning training processes.
UI Developer (Contractor) at Ford Motors
March 1, 2019 - July 19, 2025Developed UI components for car infotainment systems using C++ and Qt.
Software Developer (Contractor) at 3D Signatures
October 1, 2017 - July 19, 2025Developed tools for cancer cell detection and classification using C++ and Java.
Software Developer at Chipworks Inc
November 1, 2016 - July 19, 2025Developed new products within an Agile environment including convolutional neural network based detection verification tools, client-side object extraction tools with Java, REST APIs with AWS cloud services, schematic annotation performance tools, image stitching, polygon editing, flow-chart editing, and manipulation of large image mosaics. Delivered embedded-level frame grabber setups and SEM image analysis algorithms with C++ and Java including custom embedded board programming.
Freelance Software Developer at Freelance
February 1, 2006 - July 19, 2025Developed image analysis and feature extraction algorithms for semiconductor image mosaics using C++ and MIL. Created defect detection algorithms for low contrast images for LCD inspection, sample presentation tools using Visual Basic and SQL, and managed website content using HTML for non-profit organizations.
Software Developer at Matrox Electronic Systems Ltd
March 1, 2002 - July 19, 2025Developed pattern recognition algorithms and automatic testing systems in C++ MIL. Supervised and trained programmer interns, assisting in design and implementation processes.
Software Developer at Applied Materials
December 1, 2000 - July 19, 2025Developed image acquisition, processing, and visualization algorithms in C++ using Genesis Native API and MIL (application level embedded programming).
Software Developer and Research Assistant at Computer Science Dept., Ben Gurion University
December 31, 1999 - July 19, 2025Conducted research in Concept Formation and Genetic Programming. Developed a concept learning system in Java with runtime function/thread creation and a sophisticated UI with thread visualization and debugging tools. Performed teaching assistant duties for C++ and Operating Systems courses including exam creation and grading.
Lecturer at Negev College
December 31, 1999 - July 19, 2025Taught C programming to college students including creating, invigilating, and grading exams. Supervised a graduate student project.
Senior Software Developer at Hercules Dynamics
April 1, 2023 - PresentDevelop parts of machine learning systems using C++, C, Python, Qt/QML, and GStreamer. Implement multi-threading, inter-process communication and synchronization. Developed a Qt/QML viewer for visualization of streaming video, LiDAR point clouds, and detection results rendered over video and point clouds. Created GStreamer sinks for transferring video, LiDAR point clouds, and detection results to the viewer, and a GStreamer source to get LiDAR point clouds from devices via LiDAR API.
Software Development Consultant at TeloGenomics
February 1, 2023 - PresentDeveloped automation tools for cancer diagnostics including cancer cell localization using C++, C#, Python, PyTorch, and Azure. Fine-tuned cancer cell detection models and deployed them to production. Organized software development processes by working with lab managers and technicians to identify automation use cases, creating work breakdown structures, tracking development progress, and creating user documentation.
Technical Team Lead at Zebra Technologies
January 31, 2023 - July 19, 2025Led the design, development, testing, integration, and debugging of AI solutions for rotated object detection applicable to various dissimilar industrial objects. Collaborated with product owners to refine requirements, created and managed work breakdown structures using Agile and Jira. Developed training infrastructure for Deep Learning models in TensorFlow and PyTorch and integrated solutions into existing training servers.
Senior Software Developer at Zebra Technologies
December 1, 2021 - July 19, 2025Developed traditional and AI-based solutions for retail stock management including price label localization, price and barcode reading using C++, OpenCV, Python, and PyTorch. Integrated third-party libraries, contributed to CI/CD tools for automated integration testing, and developed tools for deep learning training, annotation, visualization, and debugging.
Contractor Software Developer at Ford Motors
March 31, 2019 - July 19, 2025Developed UI components for car infotainment systems using C++ and Qt.
Contractor Software Developer at 3D Signatures
October 31, 2017 - July 19, 2025Developed tools for cancer cell detection and classification using C++ and Java.
Software Developer at Chipworks Inc
November 30, 2016 - July 19, 2025Developed new products in an Agile environment including CNN-based detection verification tools, client-side object extraction tools using Java and REST API, performance tools for annotation teams, image mosaic stitching, polygon editing, and flow-chart editing tools. Involved in application level embedded programming for image acquisition and frame grabber setup. Developed circuit editing tools under Linux.
Freelance Software Developer at Various Clients
February 28, 2006 - July 19, 2025Developed feature extraction algorithms for semiconductor images using C++ and MIL, defect detection algorithms for low contrast images, and tools for sample presentation using Visual Basic and SQL. Also worked on website content management using HTML for non-profit clients.
Software Developer at Matrox Electronic Systems Ltd
March 31, 2002 - July 19, 2025Developed pattern recognition algorithms and automatic testing systems in C++ using MIL. Supervised and trained programmer interns as part of team efforts.
Software Developer and Research Assistant at Computer Science Dept., Ben Gurion University
December 31, 1999 - July 19, 2025Conducted research in Concept Formation and Genetic Programming within AI. Developed a concept learning system in Java that created functions/threads at runtime through interactions. Developed sophisticated user interfaces and thread visualization and debugging tools. Also served as a teaching assistant for C++ and Operating Systems courses.
Lecturer at Negev College
December 31, 1999 - July 19, 2025Taught C programming to college students, created and graded exams, and supervised graduate student projects.
Education
Master of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1999 - December 31, 1999Bachelor of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1995 - December 31, 1995Master of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1999 - December 31, 1999Bachelor of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1995 - December 31, 1995Master's at Ben Gurion University
January 1, 1999 - December 31, 1999Bachelor's at Ben Gurion University
January 1, 1995 - December 31, 1995Master of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1999 - December 31, 1999Bachelor of Computer Science at BEN GURION UNIVERSITY, Beer Sheva, Israel
January 1, 1995 - December 31, 1995Qualifications
3,399 GEM points
January 11, 2030 - July 19, 2025Yield Improvement 2009 Award
January 1, 2009 - December 31, 2009Yield Improvement 2013 Award
January 1, 2013 - December 31, 2013Corporate Values Award
January 1, 2008 - December 31, 20083,399 GEM points (Zebra)
January 11, 2030 - July 19, 2025Yield Improvement Award 2014 (Chipworks)
January 1, 2014 - December 31, 2014Yield Improvement Award 2009 (Chipworks)
January 1, 2009 - December 31, 2009Corporate Values Award 2008 (Chipworks)
January 1, 2008 - December 31, 20083,399 GEM points
January 1, 2021 - January 31, 2023Yield Improvement Awards
January 1, 2009 - December 31, 2013Corporate Values Award
January 1, 2008 - December 31, 2008Industry Experience
Computers & Electronics, Healthcare, Manufacturing, Retail, Software & Internet, Life Sciences
Hire a Developer
We have the best developer experts on Twine. Hire a developer in Toronto today.