Petr Sovadina

Full Stack AI Developer

LinkedIn | GitHub

About

Full Stack AI Developer specializing in healthcare digital transformation, leveraging Large Language Models (LLMs) and innovative applications to enhance patient care and operational efficiency. Proven expertise in developing tailored technological solutions that streamline processes, improve diagnostics, and drive digital modernization. Proficient across the full stack, with hands-on experience deploying advanced AI systems for text, image, and audio processing.

Work Experience

AI Specialist

STAPRO

Jan 2025 - Present

Brno, Czech Republic, CZ

Developing AI solutions to automate healthcare documentation processing and integrate them into hospital information systems, specializing in HL7/FHIR standards.

  • Developed cutting-edge AI solutions for automating healthcare documentation processing, significantly improving data handling efficiency.
  • Integrated advanced AI systems into hospital information systems, enhancing interoperability and data flow for medical facilities.
  • Specialized in implementing HL7/FHIR standards for seamless data exchange, ensuring compliance and data integrity.
  • Applied sophisticated AI models for automatic diagnosis coding and transforming unstructured medical data into actionable insights.

External Consultant for Screening Projects

Institute of Health Information and Statistics of the Czech Republic

Jan 2024 - Present

Brno, Czech Republic, CZ

Consulted on pilot projects for early disease detection and coordinated communication among healthcare stakeholders.

  • Contributed as an external consultant to pilot projects focused on early disease detection, improving public health outcomes.
  • Coordinated critical communication channels among diverse healthcare stakeholders across the Czech Republic, fostering collaborative initiatives.

IT Specialist

General Practitioner's Office

Jan 2020 - Present

Brno, Czech Republic, CZ

Designed and implemented a modernization strategy for the medical facility, deploying digital tools to enhance operational efficiency.

  • Devised a comprehensive modernization strategy for the medical facility, identifying key areas for digital transformation.
  • Successfully implemented digital tools and systems, significantly improving daily operations and patient management processes.

Marketing Manager

QPAG s.r.o.

Jan 2022 - Dec 2023

Brno, Czech Republic, CZ

Coordinated promotions at MSV Brno, provided general marketing support, and implemented modern technologies for customer analysis.

  • Coordinated successful promotional activities at MSV Brno, enhancing brand visibility and engagement.
  • Provided comprehensive marketing support to the company and sales teams, contributing to business development.
  • Implemented modern technologies for marketing and customer analysis, deriving actionable insights to optimize campaigns.

Marketing Manager

KAJOT INTACTO

Jan 2022 - Dec 2022

Brno, Czech Republic, CZ

Managed marketing and visual branding across the Czech and Slovak Republics, coordinating visual identity for branches and partners.

  • Oversaw all marketing and visual branding initiatives across the Czech and Slovak Republics, ensuring consistent brand representation.
  • Coordinated visual identity standards for numerous branches and partners, strengthening brand cohesion and market presence.

Designer

KARTON P+P s.r.o. (oxybag, pastelini,....)

Jan 2020 - Dec 2022

Brno, Czech Republic, CZ

Designed successful licensed product lines, personally managing development and creating a best-selling product.

  • Designed and developed successful product lines under major licenses, including Spider-Man, driving market appeal.
  • Managed the entire product development lifecycle from concept to launch, ensuring high-quality and timely delivery.
  • Created a product that achieved 'best-selling pencil case of the year' status at Sparkys, demonstrating strong market resonance and design excellence.

Education

Marketing and Brand Management

NEWTON University

Sep 2012 - Jun 2016

Brno, Czech Republic, CZ

General Gymnasium

EDUCAnet Secondary Vocational School

Sep 2008 - Jun 2012

Brno, Czech Republic, CZ

Certificates

Administrace a správa zdravotnických dat (Healthcare Data Administration and Management)

Specialized Course

Jan 2024

Projects

PillSee: End of searching in package inserts

Jan 2023 - Present

An AI-powered mobile application designed to provide accurate medication information and enhance patient adherence to treatment plans.

DigiMedic: Future Open Healthcare

Jan 2023 - Present

An open-source framework developed for the Czech healthcare system, focused on modernizing and digitalizing healthcare services.

AI-FHIR: Intelligent Assistant for FHIR Data

Jan 2023 - Present

An intelligent assistant designed to interact with FHIR resources using natural language processing, developing a conversational interface for querying and analyzing healthcare data.

SmartCounter: AI System for Automated Quality Control in Manufacturing

Jan 2023 - Present

An AI system utilizing computer vision for automated object detection and counting on a production line, implementing deep learning models for precise quality control.

Rocket: AI-Powered Search Engine with Generative UI

Jan 2023 - Present

An AI-powered search engine featuring a generative user interface, demonstrating advanced interaction capabilities with large language models.

Ask-EHDS: AI ChatBot for European Health Data Space (EHDS)

Jan 2023 - Present

An AI ChatBot specialized in providing information about the European Health Data Space (EHDS), processing and analyzing extensive EHDS documents using NLP techniques.

PerfektPump: DigiHealth Analytics

Jan 2023 - Present

Development of an AI system for optimizing and automating pump control in industrial processes.

Languages

Czech , English

Skills

Soft Skills & Mindset

  • Design Thinking
  • Scrum
  • Analytical Thinking
  • Teamwork
  • Critical Thinking
  • Creativity

Technical Skills

  • FHIR
  • LangChain
  • Next.js
  • React
  • PostgreSQL
  • Git
  • FastAPI
  • Supabase
  • HAPI FHIR Client
  • Vercel
  • OpenCV
  • Streamlit

AI/ML Technologies

  • OpenAI API
  • RAG Systems
  • Tokenization
  • Text Classification
  • BERT
  • GPT
  • YOLO
  • DETR
  • TensorFlow
  • Hugging Face
  • Transformer

MLOps & Deployment

  • Model Deployment
  • Dockerization
  • Azure
  • RestAPI
  • IoT Integration

Programming Languages

  • Python