Embarking on an exploration of music recommendation systems, I analyzed the Million Song Dataset from The Echo Nest. This deep dive took me into the world of user behaviors, algorithmic intricacies, and the challenges and opportunities of personalizing music experiences. From dissecting user play counts to experimenting with recommendation algorithms, and mitigating the risk of creating musical echo chambers, this journey was as enlightening as it was challenging. The insights gleaned hold potential for future advancements in the music industry and enhancing digital user experiences.

Skills & Tools Covered:
Similarity Based Recommendation System
Matrix Factorization Based Recommendation System
Clustering Based Recommendation System
K-Means Clustering
Hyperparameter Tuning

The project's main theme is to investigate whether assigning personality to a machine or robot adds value, affects task efficiency, and helps build relationships and a unique experience. The conclusions from the presentation will be applied in everyday research and marketing practice. An adapted communication style influences user evaluations of a product or service. In the future, an assistant's personality will play a significant role, becoming part of the brand's DNA, much like familiar solutions such as Cortana, Alexa, or Siri.

Skills & Tools Covered:
Psychological Personality research
MVP
User tests
Presentation at Orange headquarter

FR International publication number PCT/IB2016/001894 · Filed Dec 14, 2016

The invention relates to a method of processing status data captured from an electronic device, to a remote server, the electronic device comprising a button actionable to switch between at least a first state and a second state, said first and second states being associated with respective status tags in a database of the electronic device.

As the Lead Designer on the NAVIDOM project, I managed a process spanning extensive market research to post-launch validation. This endeavor aimed to create a user-friendly digital solution to streamline property searches and purchases. I crafted wireframes, conducted user testing, and coordinated closely with a UI Designer to ensure an aesthetically appealing and intuitive interface.

This project showcased the value of comprehensive user research, team collaboration, and iterative testing in developing a successful product.

Developed a cost-effective model for international knowledge transfer resulting in 3 new service concepts for public bodies in Silesia