Hi, I'm Nacer KROUDIR 👋
Table of Contents
Data science and artificial intelligence fresh graduate from ENSIMAG with a keen interest in turning raw data into meaningful stories. Proven track record of working with data analytics tools, such as Python, Microsoft Excel, Tableau. Passionate about generative AI and LLMs. With ability to complete tasks on time in both individual and team settings. Dependable and reliable, ready to learn and grow in this rapidly evolving field!
Education: #
Master of Science in Informatics at Grenoble - Data Science and Artificial Intelligence #
Ensimag - Grenoble INP #
September 2023 - July 2024
Relevant coursework: From Basic Machine Learning models to Advanced Kernel Learning, Advanced Machine Learning, Fundamentals of Data Processing and Distributed Knowledge, Cloud Computing, Large Scale Data Management.
project:
Data Analysis for Google Cluster Dataset: Conducted a detailed analysis with big data using Spark and built a report using insights and visualisations to communicate the key findings.
Master in Computer Engineering #
Institute of Electronics and Electrical Engineering (IEEE Ex: INELEC), University of Boumerdes #
September 2021 - July 2023
Relevant coursework: Data Structures and Algorithms, Probability and Statistics, Database Management System, Computer Networking
project:
Epidemic Simulation Framework: Epidemic Simulation Framework is an open-source project that aims at providing an interactive and educational tool for simulating the spread of a virus in a 2D plane. The project utilizes various parameters such as transmission rate, infection period, and recovery rate to generate different scenarios of an epidemic. The simulation tool is designed to visualize the epidemic in real-time, enabling users to observe the spread of the virus and the impact of various interventions such as quarantine, social distancing, and vaccination. The project aims at educating users about the importance of public health measures and the impact of individual behavior on the spread of an epidemic.
Data Analyst Nanodegree #
udacity #
November 2022 - February 2023
A program delivered by Udacity and ALX. With various projects that are focused on different aspects of data analysis, including data wrangling, data visualization, and exploratory data analysis.
Bachelor in Electronics and Electrical Engineering #
Institute of Electronics and Electrical Engineering (IEEE Ex: INELEC), University of Boumerdes #
September 2018 / July 2021
Relevant coursework: Linear Algebra, Calculus, Programming with C, Electrical Engineering, Digital Systems, Active Devices, Computer Architecture
project:
QR Code based Presence Verification System: QR Code based Presence Verification System was developed to target a problem in the presence verification process used by Inelectronics Students Club. It optimises the procedure by generating and tracking participant’s QR codes for events and workshops, effectively managing attendance and reducing errors. It was utilized by the Club for World Engineering Day and several other workshops and events.
IoT Based Security Camera: A raspberry pi based system that detects faces and track them. Also, it runs face recognition and takes a picture of unrecognized people and sends it via email.
Work Experience: #
Data Scientist Intern #
DATATEGY #
February 2024 - Present
- Contributed to customer-oriented projects: translation project for RENAULT using GenAI / forecast of groundwater levels in France for summer 2024.
- Developed an open-source library called FairMango and integrated it with a SaaS platform to create fair models, ensuring compliance with the EU AI Act. A major advantage for the platform over competitors such as Dataiku.
Data Scientist Intern #
Yassir #
May 2022 - September 2022
- Developed an artificial intelligence system to predict travel times between two points, reducing costs of using the GoogleMaps API for Yassir.
- Simulated and evaluated the model’s performance over different areas, resulting in a hybrid solution that leveraged the AI model in data-rich areas and the GoogleMaps API in areas with limited data.
Software Engineer Intern #
Brandt #
February 2021 - July 2021
- Built an IoT based security camera using Raspberry-pi.
- Implemented face detection and tracking on two axis of motion using servo motors.
- Devoloped face recognition and an alarm system that saves the identity of any intruder.
Skills #
| Skill | Level |
|---|---|
| Data Analysis | ⭐️⭐️⭐️⭐️⭐️ |
| Data Visualization | ⭐️⭐️⭐️⭐️⭐️ |
| Machine Learning | ⭐️⭐️⭐️⭐️⭐️ |
| Databases | ⭐️⭐️⭐️⭐️ |
| Business Intelligence | ⭐️⭐️⭐️⭐️⭐️ |
| Python | ⭐️⭐️⭐️⭐️⭐️ |
| SQL | ⭐️⭐️⭐️⭐️ |
| Spark | ⭐️⭐️⭐️⭐️ |
| Git | ⭐️⭐️⭐️⭐️ |
| Google Cloud | ⭐️⭐️⭐️⭐️ |
| Big Query | ⭐️⭐️⭐️⭐️ |
| Microsoft Excel | ⭐️⭐️⭐️⭐️⭐️ |
| Microsoft PowerPoint | ⭐️⭐️⭐️⭐️⭐️ |
| Tableau | ⭐️⭐️⭐️⭐️ |
| Figma | ⭐️⭐️⭐️⭐️ |
Organizations: #
Co-manager of Communication Department #
School of AI Algiers #
September 2021 - August 2022
Organizer and Active Member in the Developement Department #
Inelectronics Student Club #
September 2019 - September 2021
Certificates #
| Certificate | Date |
|---|---|
| Data Scientist with Python - DataCamp | April 28, 2022 |
| Fundamentals of Deep Learning - Nvidia | December 26, 2021 |
| Databases and SQL for Data Science - IBM | December 13,2021 |
| Machine Learning - Coursera | September 24, 2021 |
| Injaz El-Djazair - The Entrepreneur’s Journey | 2019/2020 |
Languages #
| Language | Level |
|---|---|
| English | ⭐️⭐️⭐️⭐️⭐️ |
| Arabic | ⭐️⭐️⭐️⭐️⭐️ |
| French | ⭐️⭐️⭐️⭐️⭐️ |