Ahmed Marzouk
Head of Data Department
Experience
Head of Data Department
Fotograf Gmbh
- Building teams of data people - BI Analysts, Data Scientists, Data Engineers
- Defining data strategy across all business units to support short, mid & long-term business goals
- Collaborating with the product leads & management & heads of departments to provide data support
- Defining budget to make everything happen
- Aligning the data teams goals with company vision, strategy & objectives
- Responsible for the data governance as well as for the strategic development planning
- Defining and developing joint OKRs
- Reporting directly to the CTO & CEO
Head of Data/Consultant
Likeminded Gmbh
- Managing a team of data people - Product Manager, Data Scientists, Data Engineers
- Defining data strategy across all business units to support business goals
- Collaborating with the investors & management & stakeholders to provide data support
- Writing proposals for funds, successfully received fund from Investitionsbank Berlin - IBB for the ProFit Project (Data & Machine learning project)
- Successfully completed the ProFit Project
- Reporting directly to the CTO
Team Lead Deep Learning Scientist/Data Scientist
Visable Gmbh
- Analyzed company business model to uncover scalable opportunities for machine learning
- Strategically developed the company product development pipeline
- Researched and prototyped state-of-the-art deep learning models to quickly test the technical feasibility of specific use cases
- Supervised & managed a team of data people - BI analysts, Data Scientists, Data Engineers
- Defined data strategy across all business units to support short, mid & term business goals
- Tools: Tensorflow/Serving, Keras, Spark, BERT, sensegram, AWS
- Projects at Visable: Search Monetization, Bot Detection
Lead Deep Learning Scientist/Data Scientist
Emetriq Gmbh
- Strategically developed the company's deep learning pipelines
- Researched and built real-time scalable deep learning based services for target advertisements
- Developed and optimized systems for first-price and second-price bidding auctions
- Utilized HDFS to efficiently manage and process millions of requests daily
- Supervised and guided data engineers aspiring to learn machine learning
- Analyzed company business model to uncover scalable opportunities for machine learning
- Tools: Tensorflow/Serving, Keras, Spark, AWS
Machine Learning Scientist/Data Scientist
Aboutyou Gmbh
- Built a real time scalable deep learning fashion recommendation engine that uses content-based approach
- Neural network model building and parameter optimization
- Built unsupervised-image-retrieval models to utilize un-labelled datasets
- Developed analytical machine learning pipeline to compare embeddings extracted by generative models vs discriminative models to identify best performing models
- Developed and maintained a graph-based decision support system that allows for customer re-marketing
- Customers shopping behavior analysis, improving data labeling, building large and efficient data processing pipelines
- Tools: Tensorflow/Serving, Keras, Kubernetes, OpenCV, Python, NoSQL, AWS, GAN, discriminative models; Hadoop, Pyspark, Scala, Graph Theory, Markov Chain
Data Scientist / Lead Software Developer
HansaPlus
- Responsible for improving text search using state of art NLP and text mining techniques
- Tools: NLTK, w2vec, Gensim, NLP, Sklearn
- Responsible for architectural design and development of core features of iOS app to interact with the SharePoint 2013 BSS internal web application (Blue Planet) such as streaming newsfeed handling, documents access and integration with Airwatch MDM
- Tools: Xamarin/C#, Sharepoint 2013, Airwatch SDK, Objective-C, REST, JavaScript
Machine Learning Scientist/Data Scientist
Applied Software Technology Dept., Universitat Hamburg
- Designed and developed MusesWindows Client (MWC) software sensors that allowed for Windows side data acquisition
- Researched machine learning models to utilize with the collected sensory data
- Tools: VStudio/C#, pinvoke
Lead Software Developer
CLW for Software outsourcing
- Software development of various software projects at CLW
- Improved CLW applications performance and bug fixing strategies of legacy code
- Tools: Java/Android SDK, VStudio/C#.Net, MSSQL, REST, JavaScript
R&D Engineer
BDO-Esnad Outsourcing
- Developed an intranet web-based application to allow the company internal departments to generate crystal reports based on the user privilege and hierarchy
- The application efficiently increased the production time of all departments dependent on the frequent usage of crystal reports and reduced the overhead workflow of the IT department
- Tools: VBScript, MSSQL server, Asp.net, C#
Software Developer
BDO-Esnad Outsourcing
- Developed an intranet web-based application to allow the company internal departments to generate crystal reports based on the user privilege and hierarchy
- The application efficiently increased the production time of all departments dependent on the frequent usage of crystal reports and reduced the overhead workflow of the IT department
- Tools: VBScript, MSSQL server, Asp.net, C#
Software Developer
MTech for Advertising & Marketing
- Developing custom components for the company solutions, tasks included testing as well as documenting
- Developed web pages that were fully integrated with company applications
- Tools: PHP
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (7 years), Media and Entertainment (3.5 years), Professional Services (2 years), Advertising (2 years), Fashion (1.5 years), and Retail (1.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (12.5 years), Business Intelligence (10.5 years), Product Development (10 years), Strategy (6.5 years), Research and Development (2.5 years), and Quality Assurance (1.5 years).
Skills
- Big Data Eco System: Mapreduce, Hive, Spark, Mysql
- Vcs: Svn, Git
- Cloud Services: Aws
- Computer Languages: Python, Java/scala, C#, C/c++, Javascript
- Robotics Frameworks: Naoqi, Ros
- Robotics Hardware: Turtlebot, Husky, Nao
- Data Analytics Tools: Matlab, R
- Deep Learning Frameworks: Tensorflow, Tf-serving, Keras
- Nosql Db: Redis, Mongodb
- Software Engineering: Agile/scrum
- Containerization: Kubernetes, Docker
- Editors: Sublime
Languages
Education
University of Hamburg, Department of Computer Science
Master of Science, Intelligent Adaptive Systems · Intelligent Adaptive Systems · Hamburg, Germany
Ain Shams University
Bachelor of Computer Science · Computer Science · Cairo, Egypt
Profile
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