Practicing clinician with a long track record of building, shipping, and explaining clinical AI systems.

LinkedIn
AI applications and software development

IT and AI projects

  • previsit.ai Medical visits turbocharged by artificial intelligence — 70 000+ previsits completed

    Previsit.ai is an application that uses AI to help doctors conduct preliminary patient anamneses before a consultation. The AI-powered chatbot collects the patient's medical history, symptoms and relevant information, preparing a structured summary for the physician. Over 70 000 previsits have been completed on the platform.

  • medduties.com Medical duties and time management

    Written by doctors for doctors. An advanced yet very simple-to-use tool for managing medical on-call duties based on team preferences and dynamics. Leave management, calendar synchronization, and automated scheduling.

  • bartoszmowi.pl Poland's most friendly drug index — 100k+ monthly users

    A drug index that took Poland by storm in 2013 and remains popular today. A simple and intuitive tool for finding information about medications, interactions, side effects and more. Over 100 000 monthly users.

  • AngioAI Deep-learning analysis of coronary angiography — hybrid LSTM-CNN stenosis detection

    A research project developing a hybrid LSTM-CNN deep-learning model for the automated detection and classification of coronary artery stenoses from angiographic images. The system combines convolutional neural networks for spatial feature extraction with long short-term memory networks for sequential analysis of angiographic sequences, achieving accurate stenosis grading.

  • Cloud Medical Healthcare IT startup — AMIgo (interventional cardiology department management) & InPra (specialist practice management)

    Cloud Medical was a healthcare IT startup building two core products: AMIgo — a management system for interventional cardiology departments covering procedure tracking, device inventory, and outcome reporting; and InPra — a specialist practice management platform handling patient scheduling, electronic health records, billing, and multi-location coordination. Both systems were cloud-based, GDPR-compliant, and designed for real clinical workflows.

  • invitro.gov.pl / ewus.gov.pl National health-insurance verification platforms — 220M+ searches served

    Development of national-scale platforms for health insurance eligibility verification in Poland. The systems served over 220 million searches, enabling healthcare providers to instantly verify patient insurance status and coverage details in real time.

  • COR Cardiology department management system — real-time tracking and reporting

    A comprehensive cardiology department management system providing real-time tracking of procedures, patient flow, equipment usage, and operational metrics. Designed to streamline department workflow and enable comprehensive reporting for quality assurance and regulatory compliance.

  • Shock Clinical decision-support tool for cardiogenic shock management

    A clinical decision-support tool designed to assist physicians in the management of cardiogenic shock. The application provides evidence-based treatment algorithms, hemodynamic parameter monitoring, and step-by-step guidance for mechanical circulatory support device selection and escalation strategies.

Interests and skills
Full-Stack Development Laravel / PHP, Vue.js, REST API design & integration, SaaS multi-tenant architecture, frontend build pipelines & deployment workflows
AI / LLM Engineering LLM application design, prompt orchestration, structured outputs, clinical-grade conversational constraints, prompt-injection mitigation, token optimization
Cloud & Infrastructure Azure cloud deployments, secure secrets management, encryption at rest/in transit, environment-based configuration, cost-aware architecture
Healthcare IT & Compliance Clinical workflow automation, GDPR privacy-by-design, PHI-safe data modeling, medical SaaS interoperability, auditability & traceability for AI outputs
Security Role-based authorization, per-user model access policies, penetration-test-driven hardening, secure logging and controlled data retention
Multi-Agentic Coding Codex, Claude Code, Gemini — agent swarm management, orchestration of parallel coding agents, prompt-driven development workflows, automated code review pipelines
Speaking & Publications

Selected Talks (2025)

  • ESC Congress 2025 Aug 2025

    World Congress of Cardiology · Madrid, Spain

    Speaker

  • ESC Digital & AI Summit Nov 2025

    Berlin, Germany

    Speaker

  • MEDmeetsTECH #20 Dec 2025

    Warsaw, Poland

    Keynote speaker

  • Gen AI Congress 2025 Mar 2025

    Grimbergen, Belgium

    Speaker

  • Journées CARDIOGEN 2025 May 2025

    Nantes, France

    Speaker

  • 30th Moroccan Cardiology Congress Dec 2025

    Marrakech, Morocco

    Speaker

Selected Publications

  • Belgian position paper on AI in cardiology 2025

    Acta Cardiologica

    Dujardié K, Vander Heyde L, Carlier S, ... Nedoszytko M, et al.

  • Hybrid LSTM-CNN Coronary Stenosis Detection 2023

    AI and Smart Environment

    Lessage X, Nedoszytko M, Mahmoudi S, Marey L, Debauche O

  • Deep CNN for Coronary Artery Classification 2020

    Int J Computer Assisted Radiology and Surgery

    Lessage X, Nedoszytko M, Mahmoudi SA, Mahmoudi S, Piussi C

  • NADPH Oxidase Gene & Cardiovascular Events 2020

    J Clin Med

    Racis M, Sobiczewski W, ... Nedoszytko M, et al.

Resume

Experience

  • Interventional Cardiologist(2025 - Present)

    Cliniques de l'Europe

    Interventional Cardiologist, Cliniques de l'Europe, Brussels, Belgium.

  • Cardiologist, Head of Department(2018 - 2024)

    Pôle Hospitalier Jolimont

    Head of the Cardiology Department, Pôle Hospitalier Jolimont, Mons-Warquignies, Belgium.

  • PCI Operator, Consultant (2010 - 2017)

    Pomeranian Cardiology Centers

    High-volume PCI center and private intensive cardiac care unit. Gdansk, Poland

  • Assistant (2008 - 2012)

    Medical University of Gdańsk

    1st Department of Cardiology, Department of Biostatistics and Bioinformatics

Education

  • Master in Medical Management (2021 - 2022)

    Université Libre de Bruxelles, Belgium

    Solvay Brussels School of Economics. Executive Master in Healthcare Institution Management

  • Specialist in Cardiology 2017

    Medical University of Gdańsk, Poland

    Board-certified specialist in cardiology

  • PCI Operator2014

    Association of Cardiovascular Interventions (AISN), Poland

    Certification as an independent PCI operator

  • PhD in Cardiology 2015

    Medical University of Gdańsk, Poland

    Doctor of Philosophy, thesis: The prognostic value of polymorphic gene variants in prospective two-year observation of patients undergoing elective coronary angiography

  • Specialist in Internal Medicine 2014

    Medical University of Gdańsk, Poland

    Board-certified specialist in internal medicine

  • Medical Doctor (2001 - 2007)

    Medical University of Gdańsk, Poland

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