
Bohdan
Machine Learning and AI Engineer
Skills

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Portfolio
Werkervaring
Machine Learning / Computer Vision Engineer
KP MKPV KhMR • Fulltime
Apr 2023 - Aug 2025 • 2 yrs 4 mos
Situation & Task Companies required automation of visual and document-based data processing to reduce manual work and errors. Action I designed and implemented end-to-end ML and Computer Vision pipelines using Python. I prepared and labeled datasets, applied preprocessing and data augmentation, and trained models for object detection, OCR , face and license plate recognition. I developed backend services with Flask/FastAPI and integrated ML outputs into ERP/CRM systems. I optimized inference performance and handled challenges related to image quality, lighting, and real-time processing. Result Reduced manual data processing by 60–80%, improved accuracy, and delivered production-ready ML solutions used in daily operations.
CRM, Data Analytics & Automation Systems
Wifi&Bed Co • Freelance
May 2024 - Dec 2024 • 7 mos
Situation & Task Businesses lacked centralized analytics and scalable data-driven systems. Action I developed CRM and analytics backends using Python, Flask, and MySQL. I implemented data aggregation and analysis modules, optimized SQL queries, and built REST APIs. I designed architectures ready for future ML features such as prediction and segmentation. Result Improved data transparency and decision-making while reducing manual operations and technical debt.