Experience
Data Science and Analytics Lecturer
10/2023 - Present
Teacher and Lecturer
As lecturer at le wagon's intensive bootcam for data science and data analytics, I had to deliver engaging lectures on multiple topics from A.I and deep learning all the way to data collection, transformation, analysis, setting up dashboards for visualization. I also assisted students while they were working on practical challenges using modern tech stack tools such as GCP, big query, fivetran, zapier, dbt, looker studio, Power BI, Github, Python, Keras and Tensorflow.
I also had the chance to work as an advisor and mentor as they were working on completing their final projects
Le wagon
Data Consultant at Sopra Steria
2022-2023
Data Consultant
Sopra Steria
Germany, Berlin
As a Data Consultant at Sopra Steria, I worked on several projects in both an external and internal capacity. The main project I worked on was for a leading German telecommunications provider on the implantation of an online system for software-defined networks where I was in charge of reviewing relevant documentations, overseeing milestones organizing meetings and doing presentations. Also in the field of telecommunications, I participated on the development of a new module course on the topic of Operational system inventory and planning.
During my time at the company I also participated on an initiative as a data-scientist to develop models for sequential unstructured datasets for sales predictions, I was also in charge
NLP on short stories
05-08/ 2022
Data Scientist and NLP developer
Upwork, France
As an Upwork freelancer I worked on a project with the goal to analyse a large corpus of arabic short stories (Hadiths) charachterized by a specific two part structure, and build a social network of narrators. The goal of the project was to extract the chain of transmission of the stories which is the first part of the structure, the chain of transmission would then pass into a second model on the data pipeline that performs NER (named entity recognition) to extract narrators.
2022
Analyzing beverage consumption behaviour
12/2021
Data Scientist
Montreal, Canada
Worked on a project with the goal to extract soft drinks and beverages consumed from a large unlabelled dataset that contains flavour, brand, sizes and containers used.
As a data scientist my goal was to turn this problem from unsupervised to supervised learning by recreating a random tagged dataset with a very similar structure as the unlabelled dataset.
Using the tagged/labelled dataset, trained a NER model to extract brands and flavours from unlabelled dataset.
2024
Forecasting lettuce growth
08/2023
Data Scientist
Montreal, Canada
As a Freelancer I worked on a project for Modelling of cycle growth of a hydroponic farm. The objective was to forecast plant health and harvest weight using growth data. As the data-scientist my tasks included data refinement to gather the growth history and prepare training dataset, prediction models development for weight and health and fine-tuning.
2023
Predicting inventory shortages
11 / 2022
Data Scientist
Upwork, Australia
As an upwork freelancer I worked on a project with the goal to develop a predictive model aimed at anticipating inventory shortages of electrical and mechanical tools for several franchise hardware stores accross the country.
As an I.T and data specialist, I managed to: use data mining techniques including web scrapers to gather daily stock, analyse results into dashboards and developing a time-series model to project inventory shortages.
Market Research Tech, data and A.I products
01-05 /2022
Tech Specialist
Worked as a tech and data specialist, on a market research project for tech products related to data, pipelines and A.I.
As the main researcher I examined and compared multiple platforms for data storage, ingestion, processing, Machine Learning, and orchestration.
My tasks also included evaluating and rating their ease of use, their processes & features available and the technology behind each in multiple subcategories. The platforms included multiple technology offered by cloud infrastructures (AWS, GCP and Azure) as well as apache and other independet platforms.
Upwork, USA
