Sofiane Sadat
I translate data into actionable insights
A Data Scientist Passionate about driving impactful change with data-driven decision-making
Hi, my name is
About Me
I am a data scientist junior and a master’s student in data science and artificial intelligence at Grenoble INP - Ensimag, one of the leading engineering schools in France. I have a postgraduate degree in industrial engineering with a focus on data science and artificial intelligence from Ecole Nationale Polytechnique (ENP) in Algeria, and a preparatory degree in engineering from ENSTP. I have strong skills in machine learning, Power BI, and ETL, and a passion for solving complex problems with data.
I am currently working on a project that will be used to help people find the best way to get around the city.
Here are a few technologies I've been working with recently:- Python
- Power BI
- SQL
- tensorflow
- Scikit-learn
- Git
Experience
In my role as a Data Scientist, I significantly contributed to optimizing pricing strategies by analyzing sales time series data and applying advanced machine learning techniques. My key achievement was developing models to predict demand fluctuations in response to varying prices. This allowed us to identify optimal pricing points, leading to a marked increase in revenue. My approach combined rigorous data analysis with innovative machine learning algorithms, ensuring that our pricing strategies were both data-driven and highly effective in a competitive market.
In my role at Ericsson, I specialized in utilizing advanced AI frameworks for precise position estimation and action recognition.
I collaborated with a leading Algerian insurance company, prioritizing client satisfaction. My role centered on representing key performance data from various company agencies. I converted this data into visually engaging reports and presentations, offering actionable insights for strategic decision-making. My contributions were instrumental in driving the company’s growth, enhancing customer satisfaction, and reinforcing their position as an industry leader. I am passionate about employing my expertise in data-driven decision-making to effect meaningful change in future professional ventures.
Education
2023 - 2024
Master of Science in Informatics Data Science and Artificial Intelligence Track
ENSIMAG Ecole Superieure Nationale de l'Informatique et des Mathématiques Appliquées, Grenoble INP
Main courses :
Mathematical Foundations of Machine Learning, Reinforcement Learning, Online Learning, GPU Computing, Advanced Machine Learning: Applications to Vision, Audio and Text, Computer Vision, Natural Language Procssing
2020 - 2023
Engineer's degree in Industrial Engineering with a focus on Data Science and Artificial Intelligence
Ecole Nationale Polytechnique
Trained in Data Science and Artificial Intelligence at the Industrial Engineering Department, my education focused on the integration of AI, data science, and business optimization. The program addressed global market challenges and technological advancements, equipping me with skills in data analysis, strategic decision-making, and innovative problem-solving. This multidisciplinary approach prepared me for roles such as Data Analyst, Data Scientist, and Big Data Project Manager, and laid a strong foundation for research in these fields.
2018 - 2020
Preparatory degree for the engineering cycle
Ecole Nationale Supérieure des Travaux Publics
I was enrolled in the Preparatory Classes for Sciences and Techniques, a prestigious path in Algeria’s higher education system, aimed at training elite students in scientific disciplines. The EPST program is designed to rigorously prepare the nation’s top high school graduates over a two-year period. It focuses on delivering high-level, quality scientific education to equip students for competitive entrance exams to leading national engineering schools. This intensive training, offered by four established institutions, is tailored to develop foundational expertise in science and technology, setting the stage for advanced studies and professional success in these fields.
High School
Lycée Polyvalent Ali Chkiri
GPA:
17 out of 20
Achievements
Winner of 48h for innovating Orgnized by GSK an ENP
Proposed an AI solution to enhance the medicine manufacturing processes
Get in Touch
My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!