Seasoned Automation Architect & Python Developer. Evolving from Enterprise RPA to Intelligent, AI-Powered Systems.
With a foundation of over 6 years in building and scaling enterprise-grade automation solutions, my core focus is now on architecting and developing the next generation of intelligent systems. I leverage my deep expertise in process optimisation (Lean) and corporate systems (RPA, SAP) to build pragmatic, high-impact solutions. My primary interests lie in NLP for data extraction, leveraging LLMs to create autonomous agents, and predictive modelling for process optimisation.
| Project | Description | Technologies |
|---|---|---|
| rpa-dates | A Python library to simplify and accelerate date operations. | Python, API |
| rpa-sap | A Python library to simplify and accelerate SAP GUI automation. | Python, pywin32 |
| rpa-automationanywhere | AA360 API integration to automate administration and deployment. | Python, REST API |
| AI Order Automation POC | An AI agent that classifies customer emails and extracts order details into a structured JSON format. | Python, Instructor, Pydantic |
| Energy Consumption Forecaster | An ML model to predict energy consumption and optimise BESS usage. | Python, scikit-learn, Pandas |
| Photo Duplicates Detection | A computer vision project to detect duplicates in complaint documentation. | Python, OpenCV |
| eInvoicing (KSeF) integration | ERP data extraction, cleaning and transformation; generation of XML FA(3) document; integrating KSeF API | Python, Pydantic, REST API, RPA |
I am a lifelong learner, constantly evolving my skill set. Below is my development plan, focused on achieving mastery in building enterprise-grade, intelligent automation systems.
| Status | Focus Area | Key Topics / Courses | Timeline |
|---|---|---|---|
| Completed | Practical Agentic AI | AI_devs 3 Agents (Foundation in LLMs & building AI Agents) | Oct 2024 - Jan 2025 |
| In Progress | Postgraduate Studies | AI & ML Engineering @ SGGW (Deep Dive into PyTorch, MLOps, Docker/Kubernetes) | Oct 2025 - Jun 2026 |
| Completed | Practical LLM Application | "Praktyczny LLM" Course @ DataWorkshop (Mastering RAG, Agentic AI, Function Calling) | Sep 2025 - Oct 2025 |
| In Progress | Agentic AI | "Software 3.0: Agentic AI" Course @ DataWorkshop (Mastering Agentic AI software development) | Jan 2026 - April 2026 |
| Active | Open-Source Contribution | Expanding Python utility libraries for the RPA community (e.g., rpa-sap) |
Ongoing |
| Up Next | Cloud Computing | AWS/Azure Core Services (EC2, S3, Lambda/Functions), AI/ML Platforms (SageMaker/Azure ML) | Q3-Q4 2026 |
| Up Next | Advanced MLOps | CI/CD for ML, Orchestration (Airflow/Kubeflow), Model Monitoring | Q1 2027 |