stakent
...joined 16 years ago, and has 4536 karma
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Senior Software Engineer | 20+ years building mission-critical systems | Remote-first
Currently exploring AI/ML through personal projects, including Sejm-Whiz (Polish legal NLP using HerBERT/transformers).
Tech stack: Python, Go, PostgreSQL, FastAPI, Django, Docker, Kubernetes, Redis Experience: From industrial control systems to modern distributed architectures Approach: Production reliability mindset applied to emerging technologies
Recent work: - Sejm-Whiz: AI system for legal document analysis (github.com/stakent/sejm-whiz) - Component-based architecture using Polylith patterns - Event-driven systems with proven reliability
Background includes 20+ years autonomous problem-solving in industrial environments where downtime meant real money. Now applying that reliability-first mindset to software systems.
Toastmasters member (communication skills), permaculture enthusiast, swimmer.
Available for remote opportunities following recent restructuring.
GitHub: https://github.com/stakent LinkedIn: https://linkedin.com/in/dariusz-walat Email: dariusz@walat.eu