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Click here or scroll down to respond to this candidateCandidate's Name
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OBJECTIVEAs a proficient AI engineer specializing in data science and software engineering, I have acquired over eight years of experience in Machine learning research and software development. I am eager to contribute to projects involving machine learning and AI simulations, emphasizing the integration of innovative strategies and state-of-the-art technology.EXPERIENCE SUMMARYPossessing a master's degree in data science and hands-on expertise in artificial intelligence, particularly in machine learning applications, I am currently pursuing a Ph.D. in AI Engineering. In my third year, I am dedicated to researching the integration of machine learning algorithms to enhance building intelligence. My skill set encompasses designing, analyzing, modeling, and simulating intricate machine-learning models. I have practical experience in AI labs, proficiency in handling big data, and involvement in software development cycles. Initiated the AI department at John Wiley and Sons in Jordan as the first employee, spearheading its subsequent expansion. I am detail-oriented and versatile and possess excellent verbal and written communication skills. I conduct applied R&D within the context of business applications. SELECTED ACCOMPLISHMENTS I collaborated on a multidisciplinary AI edge computing project funded by IARPA, focusing on simulating MEMS neural network hardware for machine learning models. This two-year partnership with Generic Electric addressed complex AI edge computing issues, including denoising problems using hardware machine learning simulation. Developed Real-Time Hardware Simulation for structural health monitoring after earthquake. Enhanced the accuracy of the image-to-text solution to rival and surpass third-party commercial applications previously utilized by the company. Improved Inter-Component Communication Speed and Expanded Software Capabilities: Optimized Speech Recognition for Commercial Medical Use and transformed it into a robust commercial application for transcribing healthcare audio. PROFESSIONAL EXPERIENCEUniversity of Nebraska-Lincoln, Omaha, NE Jan 2022 - Present Research Assistant Developed a real-time hardware simulation for solving complex machine-learning tasks like human activity detection and signal denoising (TensorFlow, Python, Optimization algorithm). Designed a machine learning simulation for seismic structural health monitoring (SSHM) on physical hardware, enabling post-earthquake assessment of buildings. Utilized accelerometer data to measure drift differences between sensors on each floor (TensorFlow, Keras). John Wiley and Sons, Hoboken, NJ Jan 2017 Dec 2021 Senior Software Engineering Improved the speech recognition solution by decreasing the WER by 12% using Transfer learning and domain-specific data. Enhanced the Sentiment Analysis accuracy by 2% for the customer feedback solution (NLP, Python) by making the model focus on the last part of the data and using better feature implementation (Word2vec). Created the initial version of an article recommendation system leveraging Big Data tools (Spark) and NLTK. Revamped the legacy code within the administration tool responsible for configuring leading software (Java, Vaadin). Improved Image-to-Text Solution accuracy by 23% by incorporating scale-invariant features and fine-tuning the model's hyperparameters (Python, C++, OpenCV). Globitel, Amman, Jordan Jul 2015 Jan 2017Software Engineering Mobile Proximity Matching Service (MPMS)It allows Zain, Umniah, or Orange mobile subscribers to request a taxi by dialing a short code. The service requester will be connected to the nearest available taxi in the area. The main idea behind this invention is to create a simple method with very low entry barriers (C++, Java, C#, SQL, and Oracle DB). Mobile ConnectMobile Connect is a secure universal log-in solution. Simply by matching the user to their mobile phone, Mobile Connect allows them to log in to websites and applications quickly without remembering passwords and usernames. It's safe and secure; no personal information is shared without permission. (Java)ILS Saudi Co. Ltd, Amman, Jordan Jul 2014 May 2015 Solution Developer Developed and utilized ERP software for integrating and managing key business operations, including manufacturing, distribution, finance, HR, and customer relations. Implemented ERP systems to streamline and organize data across multiple departments for improved operational efficiency and data management. SEDCO, Amman, Jordan Apr 2012 Jul 2014Software Engineering Improved inter-component communication speed seven times within the Customer Queuing Management System by consolidating engine operations and shifting from .Net Remoting to a RESTful approach. Augmented the software capabilities by integrating functionalities such as smart advertising, monitoring dashboards, remote booking, and multilingual features. Implemented the DHCP discovery service to prevent multiple DHCP servers from operating within the same network, effectively averting IP conflicts among system components and other devices. Revamped the Mobile Proximity Matching Service (C++), enabling users to hail taxis via phone, elevating the system. Accuracy through Google API integration and establishing a communication channel between clients and drivers.EDUCATIONPh.D. AI Engineering University of Nebraska-Lincoln, NE. 2025M.S. AI Engineering University of Nebraska-Lincoln, NE. 2023 Thesis: "Gradient-Based Multi-Time-Scale Trainable Continuous Time Recurrent Network."M.S. Data Science, Princess Sumaya University for Technology, Jordan, 2021. Thesis: " A Clustering Approach Based on Pathfinder Optimization."B.S. Computer Engineering, Jordan University for Science & Technology, Jordan. 2012. Graduation Project: "Automated system for Arabic optical character recognition." Certificate Oracle Certified Associate, Java SE 8 Programmer. Oracle Certified Professional, Java SE 8 Programmer. SKILLS & STRENGTHSComplex problem solving, Statistics, Self-motivated, Work Well Under Pressure MATLAB, LabView, Python, R, Data Visualization, Computer Vision, NLP, Keras, TensorFlow, scikit-learn, OpenCV, Pandas, NumPy, Hadoop, Spark, Database Analysis, Transfer Learning, Transformers, C#, Java, C, C++, VB, MATLAB, Object-Oriented, JavaScript, jQuery, CSS, HTML, HTML5, XML, ASP.net, Web Services, SQL, MYSQL, ORACLE, Algorithms, WPF, Multithreading Programming, Socket Programming, Image Processing, GIT, Jira, Parallel Programming, Linux, Testing, troubleshooting, and debugging. |
