SOS Algo

I create desktop software in C/C++ and Python for business apps, AI solutions, and image-processing tools. I turn user needs into sharp specifications, choose practical architectures, and deliver code that is easy to maintain and test. I develop smooth desktop interfaces, dependable import/export flows, and automation features that accelerate work and cut down on mistakes. In computer vision, I build end-to-end pipelines covering capture, preprocessing, segmentation, feature extraction, measurement, visualization, and report creation. I also bring ML models into production by preparing data, training and validation, packaging inference, and keeping an eye on quality once deployed. I tune performance across CPU, memory, and threading, troubleshoot difficult problems, and keep third-party dependencies under control. Quality is a priority for me, so I rely on unit tests, CI, documentation, reproducible builds, and installers for Windows and Linux distributions. I work side by side with users and teams, estimate effort, manage tickets, review code, and release in small steps with clear communication. I also produce concise API documentation, manage version changes, and preserve backward compatibility from one release to the next.