Due to a partnership between my engineering school in France and UC, I am able to pursue a Master's degree at UC in Artificial Intelligence while also pursuing a Master's degree in France in Digital Systems. I will be graduating in August 2021 with a 3.86/4.00 GPA.
My main classes were: Artificial Intelligence, Machine Learning, Intelligent Systems, Information Retrieval, Fundamentals of Leadership.
In ENSEM, I'm majoring in Digital Systems with a focus in Embedded Systems, Signal processing, Databases, Automation, Statistics, Dependability, as well as minors in Mechanical and Electrical engineering. In 2021, I'm expecting to earn a Master's degree in Digital Systems.
I joined ENSEM IN 2018 following my two years of preparatory classes. At ENSEM, I obtained a Bachelor's degree in Engineering Sciences in 2019. Some of the many classes I took were: Numerical Analysis, Probability/Statistics, Operational research, Algorithms, Object Oriented Programming, Non-Linear Systems, Signal processing, Dynamic programming, Electric Machines, Heat Transfers.
I started my undergraduate studies in Morocco, my country of origin, studying in the preparatory classes program. This is a two year intensive program with focus in Mathematics and Physics specifically designed as a preparation for the national competitive entrance exams to the most prestigious French engineering schools.
Note: In France and Morocco, undergraduate studies are 3 years long and graduate studies are 2 years long.
- Increased by more than 30% the number of smart charging optimizations by developing a microservice for predicting, along with a confidence level, the departure time of an EV after being plugged into a charging point based on historical data using XGBoost and Quantile Regression on Python.
- Conducted research about Causal ML for decision making and implemented using Microsoft's DoWhy library.
- Benchmarking of different automated machine learning solutions and assisting in the process of democratizing AI indifferent departments of the company.
- Tech scouting of new emerging technologies and presenting findings to the business.
- Coordinating project planning for delivering proof-of-concepts for a variety of emerging technologies and use of Agile planning tools (Jira).
Tools Used: Python (Plotly, Pandas, Keras..), Jupyter, AWS, H2O.ai, Azure, DoWhy, Git, Jira.
- Analysing the online reputation of companies during the COVID 19 pandemic using data from the Twitter API.
- Implemented different machine learning algorithms for sentiment analysis of tweets related to a variety of topics.
- Rated companies customer satisfaction by using statistical methods and data visualization tools.
Tools Used: Python (Matplotlib, Pandas, Scikit, NLTK..), Jupyter.
- Installation and maintenance of electric charging stations and electric cars in the city of Rabat in Morocco.
- Assisted and contributed to the installation of two new charging stations.
