Wojciech Sniady

1. Advanced Statistical Model Developed and productionised an advanced statistical model addressing a complex problem in the manufacturing industry. The project required extensive data analysis, including probability distribution analysis, as well as significant computational performance optimisation. The solution was implemented in Python, with extensive use of NumPy. I owned the solution end-to-end, from data analysis and model development through performance optimisation and production deployment. I al

Computer Vision Model Improvement Worked on improving an existing Computer Vision solution by evaluating different model architectures based on both CNNs and Transformers. As part of the project, I adapted the dataset to the requirements of the solution and prepared a dedicated dataset for model fine-tuning. I was responsible for experimenting with different models and configurations and fine-tuning them on the prepared data. I also defined evaluation metrics for comprehensive assessment of the solution a

Full-stack Developer Projektowałem i rozwijałem aplikacje webowe, odpowiadając zarówno za backend oparty na Django, jak i samodzielny rozwój warstwy frontendowej. Tworzyłem rozwiązania zgodnie z dobrymi praktykami inżynierii oprogramowania, dbając o wysoką jakość kodu, czytelność oraz wykorzystanie wzorców projektowych i architektonicznych. Aktywnie uczestniczyłem w projektowaniu nowych funkcjonalności oraz rozwoju istniejącej architektury systemów. Rozwijane przeze mnie rozwiązania znajdowały zastosowanie

Software Engineer Intern - XML Document Parser Designed and developed a Django-based application for automated parsing of XML Template documents. The solution was designed using a microservices architecture, enabling independent processing of individual tasks and increasing the overall throughput of the system. Worked on implementing the document parsing logic and designing the application architecture with a focus on scalability and efficient document processing.

Software Engineer Intern - Smart Aquarium Designed and developed a Python-based application for intelligent aquarium lighting management, automating lighting control according to predefined schedules and system parameters. I was also responsible for preparing the application for distribution and deployment, packaging it as a Debian package (.deb) to enable straightforward installation and execution in the target environment.