At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.
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:
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- 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.