Titles
Additional Information
Summary
Featured project
Skills
Work History
Education
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René Dussault

René Dussault

Longueuil,Canada

Titles

Data Scientist / Data Analyst

Additional Information

https://www.linkedin.com/in/rene-dussault/

https://github.com/ReneDussault

https://bold.pro/my/rene-dussault

Summary

Engaging in research and model development for trend forecasting and data analysis. Identifying patterns and insights to form hypotheses. Applying machine learning and analytics to enhance predictions. Collaborating with teams to implement problem-solving solutions. Analyzing and utilizing data to drive informed business decisions. Partnering with cross-functional departments to improve data analysis practices. Proficient in dataset management, error identification, and correction.

Featured project

MaRLio - Mario's adventure with Reinforcement Learning
https://github.com/ReneDussault/MaRLio
https://youtu.be/VJvW6f6e-Wo


Implementation:
Demonstrated technical skills in developing and implementing a Reinforcement Learning project.
Showcased problem-solving abilities by overcoming challenges during the implementation process.
Highlighted adaptability in navigating the complexities of Reinforcement Learning.

Optimization:
Employed hyperparameter tuning techniques to enhance the performance of the agent.
Crafted reward functions to incentivize desired behavior in the agent.
Achieved improved agent behavior through meticulous optimization.

Highlights:
Emphasized the significant impact Reinforcement Learning can have on industries and applications.
Recognized the future potential and transformative nature of Reinforcement Learning technology.

Skills

  • Python
  • Pandas
  • SQL
  • Numpy
  • Machine Learning
  • Jupyter Notebook
  • Sklearn
  • Tensorflow

Work History

Robotic Programmer

Pro-Dock
07.2018 - Current

Experience:

  • Experienced in R&D, robotic applications.
  • Demonstrated expertise in programming robot for efficient and accurate operations
  • Utilized troubleshooting skills to identify and resolve issues related to robot's performance
  • Optimized robot's settings and parameters to enhance productivity (up to 4x) and quality

Passing on the knowledge:

  • Successfully trained individuals in welding techniques and procedures
  • Educated and mentored others in programming and operation of robot
  • Provided guidance and support to ensure trainees achieved proficiency in robotic programming

Skills:

  • Employed problem-solving skills to overcome challenges during robot programming processes
  • Demonstrated exceptional attention to detail to ensure precise and accurate results
  • Worked independently and collaboratively in team environment
  • Proven ability to learn quickly and adapt to new situations
  • Passionate about learning and committed to continual improvement

Effective communicator:

  • Communicated technical concepts and ideas effectively to team members and stakeholders
  • Translated complex welding and robotic programming concepts into easily understandable information
  • Facilitated effective knowledge transfer by breaking down complex ideas into digestible components

Education

Diploma - Data Science

Concordia University
Montreal, QC
05.2023

Languages

French, English

René Dussault