Hi there 👋

About me:

• Bachelor of Engineering in Computer Science and Intelligent Systems at AGH University in Cracow.
• Currently studying for master's degree at AGH, Faculty of Computer Science.
• 2 years of experience in mobile networks software development.
• Interested in AI/ML solutions.
• How to reach me: ryszard.nowak012@gmail.com

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Tech stack

Programming languages

Other tools

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Current work

I am currently working on my master thesis, which is a medical project for simplifying ECGI procedure using 3D camera and machine learning methods.

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Some of my projects

Ground-based cloud classification

My undergraduate project.

• Developed a method for classyfying photographs of clouds using CNNs and transfer learning, compared with other solutions. Repository here.
• Implemented a client-server web application enabling easy usage of the model.
  • Server: link
  • Client: link

Skills: Python, ML, CNNs, Flask, Typescript, Angular, Bootstrap

Travels’ Agency web application

A complete web system for a travels’ agency. Client-server architecture with database and own authentication service. Functionalities include user and data management as well as adding, browsing and reviewing travel offers. Link here.

Skills: TypeScript, Angular, JavaScript, Express, Firebase, JWT.

Oil spill simulation

An implementation of a model simulating oil spread on the sea surface based on Cellular Automata. Link to repository here.

Skills: Python, CA.

Spring Boot REST API

A Spring Boot app retrieving news from bing search api. Responsibilities include also user authentication and data management. The app was originally hosted using Azure App Service. Link to repository here.

Skills: Java, Spring Boot, REST API, PostgreSQL, Spring Security, Azure App Service.

Real estate forecasting

Time series forecasting models review and comparison using real estate data. The result are presented in the medium article.

• Repository here.
• Article here.

Skills: Python, ML, data analysis and visualisation.

Homie

A mobile application for finding your future roommate and/or soulmate. It is dedicated for students who want to find a perfect person to share a room with in the future. Code and user guide here.

Skills: JavaScript, React Native, Expo, Express, Firebase, REST API.

Fitness Center Managment System - Mobile App

• A mobile app for fitness center managment system.
• Part of a bigger system developed in a team.
• Repository here.

Skills: Redux, React Native

and more...