Nancy Bou Kamel Email & Phone Number

Berlin, De

Wetter, Hesse, Germany

• Utilized secure shell protocols on Linux to fetch FFT and laser data from Optimiser 4.• Applied the Qass Analytics Python library to extract and analyze peaks in FFT data, enabling detection of similar and distinct spectral patterns.• Developed algorithms to align FFT and laser data based on metadata (e.g., spectral count) and clustered data for enhanced pattern recognition.• Identified and excluded erroneous FFT using threshold-based validation.

Bad Honnef Am Rhein, North Rhine-Westphalia, Germany

Berlin, Berlin, Germany

* Developed an XGBoost model in R to predict customer product preferences, achieving a robust AUC score indicative of strong predictive capabilities. * Utilized Python to construct a Word2Vec model for product classification (insurance, loans, credit) using K-means, enhancing customer insights and data-driven decision-making. * Visualized complex Word2Vec and K-means results with t-SNE, facilitating effective communication and interpretation of advanced techniques.* Created complex… Show more * Developed an XGBoost model in R to predict customer product preferences, achieving a robust AUC score indicative of strong predictive capabilities. * Utilized Python to construct a Word2Vec model for product classification (insurance, loans, credit) using K-means, enhancing customer insights and data-driven decision-making. * Visualized complex Word2Vec and K-means results with t-SNE, facilitating effective communication and interpretation of advanced techniques.* Created complex SQL queries to extract valuable insights, identify products, and consolidate data, resulting in data-driven decisions and improved customer service and operational efficiency. Show less

Clausthal-Zellerfeld, Lower Saxony, Germany

I developed websites for the university using PHP, Jquery, HTML5, CSS3, and Javascript. Team collaboration using SCRUM

Verdun Beirut

- Collaborated with UI/UX designers to create responsive and visually appealing user interfaces using HTML, CSS3, and JavaScript.- Developed AWS Python Lambda functions to manage real-time delivery data in DynamoDB, connected to API Gateway for efficient triggering.- Orchestrated the real-time delivery tracking system using AWS Step Functions for seamless coordination of data processing tasks.- Enhanced security through IAM and Cognito for secure resource access and protection of… Show more - Collaborated with UI/UX designers to create responsive and visually appealing user interfaces using HTML, CSS3, and JavaScript.- Developed AWS Python Lambda functions to manage real-time delivery data in DynamoDB, connected to API Gateway for efficient triggering.- Orchestrated the real-time delivery tracking system using AWS Step Functions for seamless coordination of data processing tasks.- Enhanced security through IAM and Cognito for secure resource access and protection of sensitive user data.- Developed dynamic dashboards for continuous visualization of natural resources in Sierra Leone using HTML, CSS3, DynamoDB, and RESTful APIs by parsing real-time JSON files.- Designed and implemented CI/CD pipelines with Jenkins and AWS CodePipeline, reducing deployment times by 50%.- Utilized Angular to develop interactive components and services for a task management application, improving user experience and efficiency.- Continuously monitored the application using CloudWatch to track performance and errors.- Developed an Android cloud application for food delivery using Java and AWS, achieving seamless integration.- Collaborated in Scrum with cloud developers for efficient project management and timely delivery, utilizing Git for version control. Show less

Lebanon

* Coded 2 websites using Bootstrap, Ajax, Jquery, Javascript, HTML5, CSS3, PHP Including: GCEL and AXIOIN* Modified existing software to correct errors, adapt to new hardware and improve performance.* Integrating MYSQL database in Websites using SQL server* Implementing MVP to facilitate Website updating information.* Working in advanced website concepts including: Sending Message and Pagination using Ajax, * Developing dynamic timetable, Developing dynamic… Show more * Coded 2 websites using Bootstrap, Ajax, Jquery, Javascript, HTML5, CSS3, PHP Including: GCEL and AXIOIN* Modified existing software to correct errors, adapt to new hardware and improve performance.* Integrating MYSQL database in Websites using SQL server* Implementing MVP to facilitate Website updating information.* Working in advanced website concepts including: Sending Message and Pagination using Ajax, * Developing dynamic timetable, Developing dynamic carousel, Animated Circular navigation bar, Solving logical problems. Show less

Hamra Lebanon

* Developed 3 Android flight applications using Android Studio: Beirut.com,MIA Airline, Air India* Improved software quality and reliability by instrumenting and modifying unit and integration tests.* Conducted application testing using Robotium and UI Testing frameworks.* Implemented MVP (Model-View-Presenter) architecture and Material Design principles in Android applications.* Utilize Gradle build system to manage project dependencies, configurations, and build automation… Show more * Developed 3 Android flight applications using Android Studio: Beirut.com,MIA Airline, Air India* Improved software quality and reliability by instrumenting and modifying unit and integration tests.* Conducted application testing using Robotium and UI Testing frameworks.* Implemented MVP (Model-View-Presenter) architecture and Material Design principles in Android applications.* Utilize Gradle build system to manage project dependencies, configurations, and build automation tasks.* Troubleshoot and debug issues related to Gradle build configurations, dependency conflicts, and performance bottlenecks.* Work closely with UX/UI designers to implement visually appealing and intuitive user interfaces.* Utilize branching and merging strategies in Git to manage feature development, bug fixes, and release cycles efficiently.* Collaborated effectively with team members, ensuring adherence to scheduled tasks and deadlines. Show less

Hamra Lebanon

Developing my skills in android development:1) MVP-Module View Presenter2) Material Design 3) Robotium4) MIA Airline application

Lebanon

1) Coded 1 Real Estate website (Property Zone) using HTML5, CSS3, Bootstrap, Javascript, Jquery, Ajax, MYSQL and PHP.*Objective: Real Estate Website For Selling and Renting Properties2) Coded 1 Android Application (Rotaract Application) Using Parse android:* Objective: Android Application Created for Rotaract Club in Lebanon. Push and Send event notification created by club, View created events, Show Directory list of Rotaract members, Display google map.

Master'S Degree, Data Science

Master'S Degree, Data Science

1) Advanced Statistical Learning 2) Data Science in Practice (Julia/ Python ) 3) Statistical Learning for Big Data 4) Survival Analysis 5).

Bachelor'S Degree, Computer Engineering, 3/4 ( German Grade: 2.5)

Studying Bachelor in computer engineering