Expertise made public — publications, media and talks.
I bring together scientific, technological and business experience — from medical image analysis and Computer Vision, through recommender systems and VR/XR, to practical AI adoption in organisations.
Where technology meets business.
AI, data and digital transformation
AI adoption in business, data analytics, AI Act, data quality and responsible AI-driven projects.
Computer Vision, VR/XR and image analysis
Computer vision, medical image analysis, immersive environments and research on VR/XR applications in science and business.
Innovation, startups and commercialisation
Advisory for boards and R&D teams, R&D funding, technology transfer and turning ideas into business models.
Three entry points if you are short on time.
The most-cited pieces and easiest starting points — from a business-press interview to an author profile and the podcast I host.
"Every company is a gold mine."
On the value of organisational data, data analytics and putting the information companies already own to work.
Read interview →Author profile on the Inwedo blog.
A curated set of expert articles on AI, innovation, digital transformation and technology in business.
See all articles →Inwedo Podcast — I'm the host.
Conversations with experts on how technology solves real business problems — for leaders who own operations.
Listen →Everything, by category.
Filter by area: media & interviews, expert articles, talks, scientific work & patents, and articles & essays.
Inwedo Podcast — I host conversations on tech in business.
Conversations with experts on how technology solves real business problems — for leaders who own operations and want to make better decisions and build change-resilient strategy.
"Every company is a gold mine."
Interview on the value of organisational data, data analytics, and the practical use of information companies already own.
Career Conversations — Lodz University of Technology.
A conversation on a career path that links science, AI, Computer Vision, startups, innovation and experience from international programmes.
"Is your company adopting AI for the right reasons?"
A conversation on responsible AI adoption, ISO standards, data quality, the AI Act and practical examples of AI use in companies.
"AI in medicine and veterinary care."
A conversation on AI applications in medicine, clinical research, pharmacovigilance, data quality and trust in AI systems.
Author profile of Jagoda Lazarek — Inwedo blog.
A consolidated author profile gathering expert articles on AI, innovation, digital transformation and technology in business.
Connecting AI with business systems — a guide to MCP.
An article on Model Context Protocol, integrating AI with business systems and moving from AI experiments to scalable adoption.
"Why Excel is the most expensive system in your company."
An article on the hidden costs of working in Excel, operational risks, lack of scalability and the need for business-process automation.
Innovation Coach AI Conference '25.
Talk and expert profile at a conference on AI, innovation and the technological transformation of companies.
"AI is a woman. Technology through a female lens."
Talk "AI in action: from digital transformation to modern medicine", linking the business, technology and medical perspectives.
Women in Tech Summit 2026.
Speaker at one of Europe's most important tech events for women, covering AI, innovation and technology.
Inwedo Roundtable — host / AI expert.
An expert meeting on practical AI adoption in organisations, identifying use cases and translating technology into business value.
Computer Vision (ISVP.AI) in the Stellis One Platform
How computer vision research from the ISVP.AI project was applied in building Stellis One — an AI-powered platform for sports organizations. Academic CV research turned into a commercial product.
Automated System for Indoor Sport Video Production
Automated computer vision system for indoor sports video production — cost-effective, real-time broadcasting. Foundation for the Stellis One platform.
Citizen Science & Machine Learning for Nature Conservation
Machine learning applied to citizen science projects supporting nature conservation — Eurasian lynx, free-ranging rodents and insects.
Well-being in Isolation — VR Lunar Habitat
Immersive artistic VR environments to support psychological well-being during isolation in a simulated lunar habitat. Study in collaboration with ESA.
The Invisible — Experienced: VR & Air Pollution
A VR application that helps users perceive and understand the impact of air pollution — immersive technology as an environmental awareness and education tool.
Co-designing Immersive VR/XR Systems
Co-design methodology for immersive VR and XR systems for remote, unsupervised interaction, intervention, training and research. Multi-institutional collaboration.
Shape Recognition in High-level Image Representations
A framework for shape recognition based on high-level image representations — data preparation pipeline and algorithm design, with biomedical image analysis applications.
A Review on Point Cloud Semantic Segmentation Methods
Methods for semantic segmentation of 3D point clouds — a fundamental computer vision technique for object recognition, scene understanding and robotic perception.
Estimation of Fibre Orientation in Paper Products
Image-analysis-based on-line system for measuring fibre-orientation anisotropy in paper products — real-time quality control. Foundation of granted Polish patent PL 227823.
Line Segment Based Approach — Mammographic Images
A novel boundary-detection method applied to microcalcification detection in mammographic images — supporting radiologists in breast-cancer screening.
Method of Pattern Detection — Mammographic Images
A method for detecting boundaries between areas of different brightness in mammographic images — one step in hierarchical image analysis.
Automatic Graph-Based Local Edge Detection
A graph-theory-based method that accelerates edge detection and enables higher-level feature extraction from detected edges.
Detection of Semantically Significant Image Elements (NN)
A pattern-recognition method combining colour transformation, filtering and neural classification of contours — the first publication in the research record.
Patent — on-line measurement of paper anisotropy
Patent No. 227823 (Lodz University of Technology) — a method for on-line measurement of paper anisotropy in a paper machine. Commercialization of image-analysis research.
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