MEET MOHAMED BAKIR
Mohamed is a final-year engineering student at ECE Paris specializing in software engineering.
He is passionate about building scalable and efficient software solutions, with a focus on delivering
innovative and impactful technologies.
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Experience
SOC Analyst Intern
Developed AI-driven correlation rules to detect suspicious patterns and automate threat responses, while conducting in-depth security assessments to uncover vulnerabilities and recommend remediation strategies. Enhanced incident response capabilities by integrating advanced alerting mechanisms and dashboards. Designed and implemented a SIEM solution using the ELK stack, incorporating machine learning models for real-time anomaly detection with 80% accuracy.
Network Assistant Intern
As a Network Assistant Intern, I contributed to configuring and maintaining local networks to ensure consistent performance and uptime. I participated in deploying new network hardware in alignment with organizational standards, diagnosed and resolved connectivity issues to improve reliability, and collaborated with the IT team to document network architecture and processes for future scalability.
Human Ressources Assistant Intern
During my time at Reisel Paris, I supported HR teams in the administrative management and processing of personnel files, as well as in conducting advanced profile searches. I also had the opportunity to assist in job interviews, which was an inspiring experience that allowed me to discover the diverse career paths of engineers and gain valuable insights into recruitment processes.
Education
Master’s in Computer Systems (September 2020 – June 2025)
Concentration in Cybersecurity and Artifical Intelligence
Academic Exchange (September 2024 – December 2024)
Concentration in Artifical Intelligence
Academic Exchange (February 2023 – August 2023)
Concentration in Data Analysis and Algorithms
Projects
Personal Budget Tracker
Developed a comprehensive budgeting tool using JavaFX for interactive and dynamic visualizations, offering real-time financial insights. The backend was built with Spring Boot and MongoDB, enabling efficient data storage and retrieval. The entire application was containerized and deployed using Docker for seamless portability and scalability.
AI-based SIEM Solution
Engineered an AI-powered SIEM (Security Information and Event Management) system capable of real-time anomaly detection and automated threat response. Designed a robust REST API using FastAPI for managing log data and integrated machine learning models for predictive analytics. Leveraged ELK Stack and Suricata for log collection and network monitoring.
Fatigue Detection System
Created an AI model to detect fatigue using EEG, ECG, and EDA data, achieving 71% accuracy. The solution included extensive data preprocessing and feature engineering to enhance model performance. Implemented SVM and Random Forest algorithms to analyze physiological signals effectively.
Containerized Web App
Deployed a scalable web application using Docker and orchestrated it with Kubernetes for container management. Integrated Istio for advanced traffic routing and service communication. The system’s performance and health were monitored using Grafana, providing detailed insights into operations.
E-commerce Website
Developed an e-commerce platform with a rich user interface using JavaFX, enabling user management and product tracking. Designed a relational database with SQL to manage transactions and inventory, ensuring efficient data operations. Incorporated HTML/CSS for an enhanced user experience.
Game Development
Created engaging games like Scrabble and Cluedo using C and C++ with graphical libraries. Designed and implemented Saboteur, a multiplayer game featuring dynamic roles and interactive gameplay, showcasing creativity and technical proficiency in game design.
Technical Skill / Certifications
Languages:
Java, Python, C/C++, JavaScript, SQL, noSQL, HMTL/CSS
Frameworks:
Spring Boot, React, Flask, FastAPI, JUnit, JavaFX, scikit-learn
Tools:
Git, Docker, Kubernetes, Grafana, PyCharm
Technologies:
PostgreSQL, MongoDB, SQLite, ELK Stack, Suricata, Redis, TensorFlow, Azure Cloud
Certifications :
Python for Data Analysis (November 2023)
Delivered by DataScientest
Test of English for International Communication (November 2023)
Delivered by ETS
Project Management (November 2023)
Delivered by Gdp-Lab