For this internship of six months, we are looking for a student, enrolled in the last year of studies, in Engineering, Computer Science,
in a University in France for a standard internship agreement.
Joining the R&D team in Sophia-Antipolis, you will be in connection with experts who will take time to train you.
Development of a Prediction Engine and User Interface
Overview:
Develop a prediction engine and an intuitive user interface to propose recommendations to end users.
We have identified several productivity and performance challenges in our product:
Excessive user interactions required to execute a single operation, leading to reduced productivity.Numerous commands executed causing performance issues in a graphical environment.Objective:
Your mission will be to define the most efficient way to predict desired actions with minimal user input, ideally in a single click or automatically.
The goal is to generate a result or a pertinent proposition and apply it in a minimal number of commands.
Key tasks:
Study different Prediction engines:
Prediction algorithms based on heuristics.Predictions generated by an AI.User Interface:
Study and determine the best methods to present predictions to users.Design and develop a graphical interface to preview proposed actions, allowing users to accept, reject, or request new suggestions.What you will learn:
Advanced algorithm design and optimization techniques.Practical application of machine learning in user interaction.User interface design and development for enhanced user experience.Performance tuning and productivity enhancement in graphical environments.Ideal candidate:
Passionate about improving user experience and performance.Background in algorithms, machine learning, and UI/UX design.Proficient in C++, Python, and graphical interface development.We’re doing work that matters. Help us solve what others can’t.