032 : Work projects
Work projects that I enjoyed and that helped me improve
Music player
- a project in which a "Music player" application is developed and which aimed
to acquire practical skills in the development of graphical user interfaces (GUIs) using the Python programming language and its Tkinter module
(details...)
The breed of the dog
- the project to develop an application (in Romanian) that allows the prediction of the breed of the dog according to its picture. The project includes the breed prediction model
development component and the graphical user interface component that allows the inference of this model. The prediction model was developed by means of the Transfer Learning mechanism
of the "state-of-arts" model at the time, pre-trained MobileNet V2 based on 10295 dog pictures from 121 breeds. The graphical user interface of the application was developed both in the
browser version using the TensoFlowjs library and in the desktop version using the module Tkinter in Python and allows displaying the dog's picture and the top 5 predicted breed names
with the highest probability.
(details...)
AI for extracting information from documents
- this material is the video recording of a section of the online public seminar in Romanian presenting basic concepts in the field of
Machine Learning and Artificial Intelligence. The seminar was organized by Vitesco Technologies and aimed to familiarize the students
with the processes inside the company. In this video section, I present the simplified versions (modified to be presented to the public
outside the company) of some tools developed within the QDM department. These tools use AI models and allow extracting information from
textual, excel and image documents
(details...)
To be continued!!! Other projects are in the preparation stage to be uploaded soon.