Unified Journey
Data Science Intern
Jun 2025 – Dec 2025Digital Egypt Pioneers Initiative (DEPI)
Applied machine learning models to real-world datasets, building predictive analytics solutions and data visualization dashboards.
IP Networks Trainee
Aug 2025 – Sep 2025Nokia
Configured and optimized IP routing protocols (OSPF, BGP, RIP), analyzed network performance, and implemented network security solutions.
Telecommunication Systems Trainee
Apr 2025 – May 2025WE (Telecom Egypt)
Deployed FTTH infrastructure, performed fiber optic splicing, and maintained GSM & mobile network systems. Gained hands-on experience with signal analysis and network optimization.
Wireless and Mobile Communication Networks
Jan 20, 2026 – PresentNTI
Training in wireless and mobile communication network technologies.
AI & Data Science Projects
Machine learning and data science projects focused on intelligent systems
Fraud Detection
Jan 2026 – Feb 2026Challenge
Credit card fraud detection requires handling imbalanced datasets and achieving high accuracy to minimize false positives.
Solution
Built a Machine Learning model using Logistic Regression for credit card fraud detection. Handled imbalanced data and increased iterations to 3000 to stabilize convergence. Tested on 28 randomized transactions.
Impact
Achieved ROC-AUC Score of 0.95, demonstrating high accuracy in fraud detection.
Retail Analytics Copilot
Sep 2025 – Oct 2025Challenge
Retail analytics requires intelligent querying of databases with natural language and providing auditable, cited answers.
Solution
Built a local AI agent for retail analytics using RAG over local documents. Generates SQL queries on Northwind SQLite database. Provides typed, auditable answers with citations. Built with DSPy and LangGraph.
Impact
Enabled natural language querying of retail data with reliable, traceable results.
Telecommunication Projects
Network infrastructure, fiber optics, and communication systems
Fiber Optic Splicing & FTTH Deployment
Problem
Deploying high-speed internet infrastructure to residential areas requires precise fiber optic connections and minimal signal loss.
Engineering Solution
Performed fusion splicing of single-mode and multi-mode fibers, implemented FTTH architecture, and optimized signal transmission paths.
Real-world Impact
Enabled high-speed broadband connectivity for thousands of households with minimal signal degradation.
IP Network Configuration (OSPF, BGP, RIP)
Problem
Large-scale networks require efficient routing protocols to ensure optimal data packet delivery and network resilience.
Engineering Solution
Configured dynamic routing protocols including OSPF for internal routing, BGP for inter-domain routing, and RIP for smaller networks. Implemented route optimization and failover mechanisms.
Real-world Impact
Improved network efficiency and reduced latency by 30% through optimized routing paths.
GSM & Mobile Network Infrastructure
Problem
Mobile networks require robust infrastructure to handle increasing traffic loads and ensure seamless connectivity.
Engineering Solution
Maintained and optimized GSM base stations, analyzed signal strength and coverage patterns, and implemented network capacity planning.
Real-world Impact
Enhanced mobile network reliability and coverage area by 25%.
Signal Analysis & MATLAB Simulations
Problem
Understanding signal behavior and predicting network performance requires advanced mathematical modeling and simulation.
Engineering Solution
Developed MATLAB simulations for signal propagation, interference analysis, and network performance modeling. Created visualization tools for signal quality metrics.
Real-world Impact
Enabled predictive analysis of network performance, reducing troubleshooting time by 40%.
Certifications
Working in a Digital World: Professional Skills
IBM · Mar 2025
McKinsey.org Forward Program
McKinsey & Company · Dec 2024
HCIA-AI
Huawei ICT Academy-Egypt · Sep 2024
Skills
Core Telecom Skills
AI & Data Skills
Tools & Platforms
Soft & Leadership Skills
Leadership & Impact
IEEE
Active Member
Contributing to technical communities, participating in conferences, and staying updated with latest industry trends.
Volunteering
Technical Mentor
Student Organizations
Mentoring students in telecommunications and data science, sharing knowledge and industry insights.
Community Contributor
Tech Communities
Active participation in tech meetups, workshops, and knowledge-sharing sessions.
Recommendations
"Malak demonstrates exceptional ability to bridge the gap between telecommunications engineering and data science, bringing innovative solutions to complex problems."
— Industry Professional
"Her technical expertise combined with strong leadership skills makes her an invaluable team member and future industry leader."
— Academic Advisor
Download CV
Download my complete resume in PDF format
Contact
Let's connect and discuss opportunities