🏥 I connect healthcare with 🖥️ technologies 🧠 Combining medical practice and modern technologies. 🔨 I create technology solutions for healthcare sector.
| Machine Learning | 69 |
|---|---|
| Computer Vision | 40 |
| Data Science | 47 |
| NLP & LLMs | 69 |
| AI Agents | 65 |
| MLOps | 38 |
Each node is one domain, scored only from evidence in these public repositories. Select one to see why.
Deep, repeated, well-engineered work in this domain.
225 public repositories → 43 with AI work, evaluated → top 30 by contribution listed here. The other 182 (repositories without AI code, forks and empty repositories) are not scored and have no effect on the result. How repositories are selected
Ordered by how much each project adds to the Atlas score, not by its own score. A project with evidence in several domains can rank above one with a slightly higher project score. Choose a domain to focus on the projects with meaningful evidence there.
20% of Atlas Score
This repository provides a personal fork of the Open WebUI, a web-based interface for interacting with LLMs via Ollama or OpenAI-compatible APIs. It includes features such as retrieval-augmented generation (RAG), audio transcription, image generation, and web browsing integration.
15% of Atlas Score
MedDocAI Anonymizer is a machine learning application for anonymizing personally identifiable information in medical documents, with specific support for Czech entities. It provides a web interface, REST API, and batch processing capabilities using Presidio and spaCy for named entity recognition.
10% of Atlas Score
Czech MedAI (Benjamin) is a multi-agent AI assistant for Czech physicians that integrates specialized tools for accessing Czech medical data sources (SÚKL, ČLS JEP) and international research (PubMed) to provide evidence-based clinical decision support with inline citations. The system employs a LangGraph-based orchestrator with separate agents for drug information, medical literature, clinical guidelines, and general medical queries.
8% of Atlas Score
CzechMedMCP is an MCP server providing 60 tools for accessing Czech and global healthcare data registries, enabling AI assistants to query medical information via a standardized interface.
6% of Atlas Score
Dialoqbase is a full-stack open-source chatbot application that lets users create custom chatbots with personalized knowledge bases using various LLMs and embedding models, backed by PostgreSQL for vector search and deployed via Docker.
6% of Atlas Score
PumpPerfect-PandasAI is a Dockerized web application built with FastAPI and Next.js for analyzing insulin pump and CGM data, featuring pandasai-powered natural language queries and Prophet/RandomForest glucose prediction models.
