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Jakub Kuka
Passionate about machine learning, AI integration, and full-stack development. I build production-ready applications and ML systems, from prototypes to deployment. All with a focus on maintainability.
Work across client deliverables, communication and application configuration, supporting testing, evaluation, pilot, production and training phases. The role also covers remote and on-site customization, integrations, requirements, AI-assisted tooling and project delivery.
Architected reusable project templates and component libraries with PostgreSQL, ASP.NET Core and TypeScript/Angular, reducing new project setup from two days to 15 minutes. Added basic CI/CD pipelines for Azure and documented the developed templates. Researched emerging web development technologies and trends to ensure our projects remain up-to-date and competitive. Created documentation and user guides for the developed templates, libraries and prompts.
Delivered 20+ custom B2C/B2B web solutions for freelance clients while working part-time with the agency. This chapter turned self-taught web development into practical client delivery. This motivated me to pursue a formal software engineering education and career.
Supported the marketing team with testing, technical support and customer service for Boosterberg's SaaS platform. This chapter taught me how to communicate with clients, understand their needs and provide solutions. I also learned how to work in a team, manage my time and prioritize tasks.
AI based system for market research, indicators and decision support.
Game ingestion and position analysis with opening context and practical feedback.
Composable local tools that give coding agents focused, auditable capabilities.
Codex, Claude, Copilot, Cursor, LangChain, LangGraph, prompt engineering, RAG and vector databases.
Applied machine learning and data science with python, scikit-learn, pandas and NumPy.
Skills
Fast, accessible websites and product experiences designed to work beautifully on every screen.
End-to-end applications spanning thoughtful interfaces, APIs, databases and deployment.
Reliable infrastructure and CI/CD strategies that keep your applications running smoothly.
Building intelligent systems that can learn and improve from data.
Need a software engineer?
Email is the best way to reach me.
jakubkuka07@gmail.comI’m open to discussing software engineering and thoughtful product collaborations.