About Me
I'm a Data Scientist
Adept at problem framing and approach definition with a keen focus on bringing tangible value to businesses. Skilled in the entire machine learning lifecycle steps with a seamless integration ML models into diverse applications (Web/Mobile/Embedded). Established proficiency in AI solutions monitoring, maintenance, documentation, and concise communication of results.
Years of experience
Tech Stack Mastery
Industries impacted
Successul Projects
Applications
You can find below several usecases I worked on using AI to make real things happen.
Predictive Maintenance
Anticipating equipment failures in order to minimize downtime and optimize maintenance interventions in industrial operations.
Automotive Perception
Developing curated algorithms to sense and perceive surrounding environment for an autonomous vehicle using State-of-the-Art sensors
Safety
Utilizing technology to enhance safety protocols and mitigate risks in various industries and environments.
Advanced Control
Implementing process automation to efficiently steer the system towards the intended state, optimizing overall performance.
Anomaly Detection
Detecting and monitoring the health of your industrial equipements will help you prevent costly accidental failures, thus increasing performance.
Predictive Analysis
Conducting thorough analysis and extracting valuable insights from your data to enhance your business.
Tools and Frameworks
Machine Learning
Deep Learning
Reinforcement Learning
Stable-Baselines
Visualization
DBMS
Deployment
Web Developement
Programming
Miscellaneous
Featured Projects
You can find below several projects I worked on grouped by categories depending on the task.
- Featured
- Automotive
- Computer Vision
- Process Control
- Predictive Analytics
- Automation
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2019 - 2020
Udacity
- Nanodegree, Self-Driving Car Engineer
- Nanodegree, Deep Reinforcement Learning -
2019 - 2020
Mohammed VI Polytechnic University
Executive Master's degree, Data Science -
2015 - 2018
Mohammadia School of Engineers
Industrial Engineering and Project Management -
2013 - 2015
Higher School Preparatory Classes
Mathematics, Physics, and Engineering Science
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2018 - Present
Data Scientist, OCP SA
- Advanced process control using scenario-based recommendation system.
- Predicting Remaining Useful Life for slurry pipeline pumps.
- Road surveillance: Vehicle speed estimation and violation reporting.
- Moroccan License Plate Detection and Recognition System.
- Decision aid system for optimizing phosphoric acid plant sulfates.
- Deep Reinforcement Learning for optimal process control.
- Major elemental analysis of phosphate using LIBS spectroscopy.
- Building obstacle detection algorithms in Autonomous Vehicles.
- PPE enforcement and safety compliance detection using cameras.
- Turbine anomaly detection using sensor data.
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2018 - 2018
Data Science Intern, OCP SA
- Predicted SO₂ emissions level with machine learning. #GLM
- Reduced emissions environmental impact by optimizing process.