Maksim Iurchenko

Developed and optimised control programs for CNC machines and robotic arms. Designed post-processors converting CAD/CAM outputs into machine code. Implemented automated, reliable, and reproducible industrial workflows. Experience with debugging performance-critical systems under hardware constraints.

Designed and maintained reproducible research pipelines for hyperspectral and RGB imaging. Applied PCA, signal preprocessing, statistical analysis, and machine learning for feature extraction. Developed and trained deep learning and classical ML models for classification and detection tasks. Built two research software systems: A preprocessing and preparation platform for hyperspectral data. A neural-network-based analysis and classification system. Supported researchers with documentation, experimentation workflows, and performance optimisation.

Developed AI pipelines for X-ray medical image analysis. Implemented tumour segmentation, size estimation, and shape analysis. Built 2D → 3D reconstruction pipelines with visualisation. Applied generative neural networks for tumour growth and metastasis prediction. Delivered a full research pipeline suitable for experimental and clinical research contexts.

Designed signal-processing pipelines for peak detection and classification. Analysed noisy sensor/modem data using statistical and signal-processing techniques. Optimised data compression and storage strategies for fast processing. Prepared architectures suitable for embedded and telecommunications systems.

Programming and website development: Development and support of web applications, including mirsnabmsk.ru. Use of programming languages such as HTML, CSS, JavaScript, and database integration. Programming on 1C: Development and support of 1C configurations for automating business processes. Optimizing the operation of the warehouse accounting system to improve the efficiency of operations. Server administration: Installing and configuring Windows Server 2007. Ensuring uninterrupted operation of server systems and network infrastructure. CCTV: Installation and configuration of a video surveillance system with remote access. Ensuring the security of facilities using video surveillance technologies. Achievements: SEO optimization for mirsnabmsk.ru: Achieving top 10 positions in search engines for more than 250 queries. Effectively use search engine optimization techniques to increase online visibility. Integration and optimization of the accounting system: Successful debugging and optimization of the warehouse accounting system to improve productivity and accounting accuracy. Ensuring uninterrupted operation of the centralized network. Video surveillance setup: Implementation of a video surveillance system with remote access for effective monitoring of objects. Ensuring the safety of personnel and property using modern video surveillance technologies.