"I develop and deploy machine learning algorithms for natural language processing, computer vision, and automated decision-making systems across various industries."
Bohdan Lukashchuk is a Senior Machine Learning Engineer bringing a strong foundation in software engineering to every project. Specializing in large language models (LLMs) and computer vision, he designs and implements advanced AI solutions that automate and optimize data-driven workflows.
Bohdan's research interests include image semantic segmentation and the practical application of AI for Intelligent Document Processing (IDP), enabling businesses to turn unstructured data into actionable insights.
Known for his methodical approach and hands-on expertise, Bohdan consistently delivers solutions that push the boundaries of what machines can see, interpret, and automate, driving both innovation and measurable business value for Binariks' clients.
Education: Lviv Polytechnic National University, Master of Computer Science (Institute of Computer Science and Information Technologies)
Certifications:
- Certified SAFe 5 Practitioner
- Deep Neural Networks with PyTorch
Publications:
- Computer Modelling of Textures on Images with Human Skin Wound Areas
- Methodology for Evaluating Complex Object Contour Detection Accuracy in Slic-based Image Segmentation
- Method of Automatic Identification of Ruler Scales on Images to Solve the Problem of Estimating the Geometric Dimensions of Certain Objects
Author’s Posts
- How Computer Vision Replaces Manual Quality ControlLearn how computer vision replaces manual quality control. Explore use cases in manufacturing, healthcare, and logistics to improve accuracy and reduce costs.
Bohdan LukashchukJan 15, 202611 min read - Learn why generic LLMs fail in regulated industries and how domain-specific AI, SLMs, semantic layers, expert knowledge, and RAG ensure accuracy, compliance, and data safety.Bohdan LukashchukJan 11, 202615 min read
- Voice-Activated Enterprise Workflows: Hands-Free Efficiency for Frontline WorkersExplore how AI-driven voice interfaces empower frontline workers with hands-free workflows. Learn about challenges, use cases, and enterprise conversational AI integration.Bohdan LukashchukJan 6, 20267 min read
- Learn how to protect Generative AI apps with a two-layer security model addressing prompt-layer threats and data leakage risks.Bohdan LukashchukNov 26, 202511 min read
- Explore the best intelligent document processing companies and IDP tools. Compare top vendors, their solutions, and key features.Bohdan LukashchukNov 12, 202518 min read
- Compare RAG and Fine-Tuning for AI models. Learn key differences, pros and cons, and discover which approach best fits your project needs.Bohdan LukashchukOct 7, 202515 min read
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