lwardzala

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Data/ML Engineer - Databricks, Azure Python / .NET Engineer

Funding Links: https://github.com/sponsors/lwardzala

• Name: Lukasz Wardzala
• Location: Amsterdam, North Holland, Netherlands
• Company: Zenchef
• Kind: user
• Followers: 171
• Following: 445
• Total stars: 35
• Repositories count: 6
• Created at: 2023-03-21T13:18:24.772Z
• Updated at: 2025-06-29T16:42:17.424Z
• Last synced at: 2025-06-29T16:42:17.423Z

GitHub Sponsors Profile

👋 Hi, I’m Łukasz Wardzała
I’m a Data & ML Engineer working on real-world applications of AI and open source tools. Over the years, I've built everything from machine learning pipelines and LLM-powered agents to solid backend systems in Python, .NET, and C#.
Right now, I’m focused on creating open source solutions that bring explainability and structure into AI decision-making — especially when using Large Language Models.
🔍 Why Sponsor Me?
One of my main open source projects is Business Rules Reasoning, a lightweight reasoning system that adds logic and rule-based decision-making to LLMs.
The goal? Make LLMs more transparent, predictable, and usable in areas like:

Business process automation
Workflow orchestration
Decision support systems
Custom chatbot behaviors with guardrails

This tool is built with simplicity in mind — it's easy to integrate, open to contributions, and doesn’t require huge infrastructure.
I also contribute to projects like:
Business-Rules-Reasoning-System — a cross-platform C# implementation for structured rule-based reasoning
Json.Abstraction — a popular library that simplifies polymorphic JSON handling in .NET
🙌 How Sponsorship Helps
Sponsorship helps me:

Keep improving reasoning tools for LLMs
Develop clean, well-documented open source code
Explore integration with new platforms and LLMs
Spend more time on education, testing, and community support

If you believe in bringing structure and explainability to AI — let’s build it together.
💡 Want to see something specific in the repo? Reach out, open an issue, or sponsor to steer the roadmap.
Thanks for your support!
— Łukasz

• Current Sponsors: 2
• Past Sponsors: 0
• Total Sponsors: 2
• Minimum Sponsorship: $5.00

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