Data Scientist
ControlExpert
مجموع سنوات الخبرة :10 years, 0 أشهر
• Identify valuable data sources and automate collection processes.
• Analyze large amounts of information to discover trends and patterns.
• Undertake the preprocessing of structured and unstructured data.
• Build predictive models and machine-learning algorithms.
• Develop car damage detection and decision aggregation models with deep learning.
• Perform extensive hyper-parameters search and tuning.
• Combine models through ensemble modeling.
• Develop auto labeling tools.
• Present information using data visualization techniques.
• Collaborate with engineering and product development teams.
• Propose solutions and strategies to business challenges
Awards:
October 2019: Star of the month.
January 2020: Star of the year 2019.
I worked at Prof. Zhoujun Li's lab as a researcher on semantic web and knowledge graphs. My research project was on the construction of an Arabic Knowledge Graph. I identified the challenges facing its creation and the opportunities it offers. We were able to create a small knowledge graph and built two tools that would allow practitioners and data owners to transform their data into RDF and share it with the world. Also, this research project led to three peer-reviewed publications.
The applications of the AKG are beyond description; it can be used in creating semantic-based Arabic search engines, annotate Arabic corpora with semantic data, build smarter Arabic AI applications, enhance question-answering systems and construct content-based recommendation engines for Arabic E-commerce platforms.
• Design test plans, scenarios, scripts, or procedures.
• Document software defects, using a bug tracking system, and report defects to software developers.
• Identify, analyze, and document problems with program function, output, online screen, or content.
• Monitor bug resolution efforts and track successes.
• Create or maintain databases of known test defects.
• Install, maintain or use software testing programs.
• Provide feedback and recommendations to developers on software usability and functionality.
• Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
• Install and configure recreations of software production environments to allow testing of software performance.
• Visit beta testing sites to evaluate software performance.
I pursued a Ph.D. in Computer Application and Theory at Beihang University, China. My research topic was the construction of an Arabic Knowledge Graph.
During this year, I studied the Chinese language and obtained a certificate of completion with the honor of the best student in the class. I have studied reading, writing, listening and speaking.
During my masters, I learned a lot of new skills and improved the ones acquired in my bachelor's. My research was about the Linked Data concept as it was a new domain at that time. I have received the 1st Class Honours, and my thesis was entitled "Extraction of Linked Data from Web Pages".
I have studied the basics of computer science and some mathematical courses. I have got the 2nd Class Honours, and my thesis was entitled "Creation of a sniffer".
لقد تم حذف الرابط بسبب انتهاكه لسياسة الموقع. يرجى التواصل مع قسم الدعم لمزيد من المعلومات.