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dawidkrysa/README.md

Hi, I'm Dawid

Solutions Architect | Process automation, integrations, and AI/ML in business practice

LinkedIn Credly

About me

Solutions Architect with 4+ years of experience across the Telco, Public, and Enterprise sectors. I design integration architecture for domain systems (ESB), automate business processes (BPMN, IBM Cloud Pak for Business Automation), and implement AI solutions built on IBM watsonx.

I combine engineering skills (Python, SQL, API) with running business workshops and translating client needs into technical documentation (HLD/LLD, UML). I'm currently expanding into economics to bridge the business and technical perspectives even further.

  • Currently: Solutions Architect @ IBPM S.A. — integration architecture, process automation, AI implementations
  • Studying economics (WSB Merito), after an MSc in Teleinformatics (Silesian University of Technology)
  • Building projects that combine data analysis with AI tooling (RAG, LLM) in a business context

Tech stack

Architecture & analysis: ESB, REST/SOAP API, BPMN 2.0, UML, HLD/LLD, event-driven architecture (Redis Streams/RabbitMQ) IBM platforms: Cloud Pak for Business Automation (BPM, ECM), watsonx, Process Mining Methodologies: Scrum, Waterfall

Selected projects

Envelo Self-hosted budgeting app inspired by YNAB's envelope method, built as Python microservices (FastAPI) with event-driven communication over Redis/RabbitMQ. PostgreSQL for storage, fully Dockerized, with AI-powered transaction categorization and proactive overspending alerts. Frontend planned with Flet (web + mobile from one codebase).

Micro-niche Radar — it-market-analysis A multi-page Streamlit app analyzing niches and trends in the Polish IT job market. Automated job scraping (JustJoinIT, No Fluff Jobs, TheProtocol.it), data stored in PostgreSQL, a regression module and ROI calculator, Plotly visualizations, all containerized with Docker.

IBM-Solution-Finder A RAG application that analyzes project requirements against IBM Business Automation Workflow (BAW) documentation to support solution feasibility assessment and classification.

Certifications

  • IBM Certified Cloud Pak for Business Automation v24.0.0 — Solution Architect (Professional), 2026
  • PCEP — Certified Entry-Level Python Programmer, 2025
  • Full list of badges: credly.com/users/dawid-krysa

Contact

Best reached via LinkedIn or email: dawidpkrysa@gmail.com

Popular repositories Loading

  1. envelo envelo Public

    Self-hosted budgeting app inspired by YNAB's envelope method. Python microservices (FastAPI), event-driven with Redis/RabbitMQ, PostgreSQL, Dockerized, AI-powered transaction categorization and pro…

    Python 1 1

  2. IBM-Solution-Finder IBM-Solution-Finder Public

    A Retrieval-Augmented Generation (RAG) application that analyzes project requirements against IBM Business Automation Workflow (BAW) documentation to determine solution feasibility and classification.

    Python

  3. it-market-analysis it-market-analysis Public

    Interactive analysis of information asymmetry in the Polish IT job market. A Streamlit application that mines job postings scraped from industry portals to identify technology "blue oceans" — niche…

    Jupyter Notebook

  4. dawidkrysa dawidkrysa Public