As a professor of Artificial Intelligence at Fleming College, I am passionate about preparing the next generation of innovators and problem-solvers in AI and technology. I teach advanced AI concepts and oversee hands-on lab sessions, focusing on practical applications in areas such as machine learning, natural language processing, and computer vision.My teaching approach emphasizes bridging theory with practice, enabling students to develop the technical skills and critical thinking… Show more As a professor of Artificial Intelligence at Fleming College, I am passionate about preparing the next generation of innovators and problem-solvers in AI and technology. I teach advanced AI concepts and oversee hands-on lab sessions, focusing on practical applications in areas such as machine learning, natural language processing, and computer vision.My teaching approach emphasizes bridging theory with practice, enabling students to develop the technical skills and critical thinking required to tackle real-world challenges. Through interactive lectures and state-of-the-art lab work, I aim to create a dynamic learning environment that fosters creativity, collaboration, and innovation.In addition to teaching, I actively mentor students on projects, guide them in using industry-standard tools, and support their career growth in the fast-evolving field of artificial intelligence. Show less

Intelligent Innovations Lab focuses on applying artificial intelligence to solve real-world problems. Our IoT and AI solutions enhance business intelligence, making operations more efficient and profitable.Key Projects and Responsibilities:- Healthlk: Leading the development of a comprehensive health communication platform that integrates AI to provide advanced health monitoring and communication solutions.-Developing and deploying IoT solutions to optimize business… Show more Intelligent Innovations Lab focuses on applying artificial intelligence to solve real-world problems. Our IoT and AI solutions enhance business intelligence, making operations more efficient and profitable.Key Projects and Responsibilities:- Healthlk: Leading the development of a comprehensive health communication platform that integrates AI to provide advanced health monitoring and communication solutions.-Developing and deploying IoT solutions to optimize business processes.-Utilizing AI to analyze data, offering insights that drive smarter business decisions.-Collaborating with cross-functional teams to implement innovative technological solutions.-Our work aims to bridge the gap between cutting-edge technology and practical applications, ensuring businesses gain a competitive edge through smarter, data-driven strategies. Show less

I taught courses in statistics and data visualization, equipping students with essential skills in data analysis and interpretation.Key Responsibilities:-Developed and delivered engaging lectures and coursework in statistics and data visualization.-Created comprehensive lesson plans that included practical applications and real-world examples.-Guided students through complex concepts in data analysis, fostering critical thinking and problem-solving skills.-Provided… Show more I taught courses in statistics and data visualization, equipping students with essential skills in data analysis and interpretation.Key Responsibilities:-Developed and delivered engaging lectures and coursework in statistics and data visualization.-Created comprehensive lesson plans that included practical applications and real-world examples.-Guided students through complex concepts in data analysis, fostering critical thinking and problem-solving skills.-Provided mentorship and academic support to students, helping them achieve their educational goals. Show less

Research Focus: Development of a Short-Term Electrical Load Forecasting System Using Deep LearningThis research project, conducted in cooperation with Lowfoot Inc. in Toronto, ON, focuses on developing a confident and accurate short-term electrical load forecasting system using deep learning techniques, specifically artificial neural networks and Bayesian deep learning.Key Responsibilities and Achievements:-Data Extraction and Preparation: Utilized Big Data tools such as… Show more Research Focus: Development of a Short-Term Electrical Load Forecasting System Using Deep LearningThis research project, conducted in cooperation with Lowfoot Inc. in Toronto, ON, focuses on developing a confident and accurate short-term electrical load forecasting system using deep learning techniques, specifically artificial neural networks and Bayesian deep learning.Key Responsibilities and Achievements:-Data Extraction and Preparation: Utilized Big Data tools such as Python and SQL to extract data from energy consumption meters, weather data, weather forecasts, and client profiles. The data included residential, commercial, and industrial utility users in Ontario.-Data Cleaning and Analysis: Employed scikit-learn and pandas for data cleaning and performed statistical correlation studies to identify the best forecasting indicators.-Model Development: Used TensorFlow and Keras to develop a Bayesian deep learning model comprising artificial neural networks (ANN) and Long Short-Term Memory (LSTM) layers. The model was trained on two years of historical energy consumption data.-Regularization and Prediction: Applied Monte Carlo dropout regularization to introduce stochastic dropout after each layer, approximating the prediction output as a random sample from the posterior predictive distribution.-Model Deployment: Successfully deployed the forecasting model on the Lowfoot Inc. platform.Publications: The research and its results have been documented in four scientific articles, available at ResearchGate. Show less

As a Big Data Instructor at busyQA, I lectured and led lab sessions on various big data technologies and concepts, equipping students with essential skills for the industry.Key Responsibilities:-Delivered comprehensive lectures and practical lab sessions on big data topics including Python, SQL, statistics, and mathematics.-Taught and provided hands-on experience with big data tools and frameworks such as Hadoop, Spark, Pig, Hive, Impala, YARN, and MapReduce.-Developed… Show more As a Big Data Instructor at busyQA, I lectured and led lab sessions on various big data technologies and concepts, equipping students with essential skills for the industry.Key Responsibilities:-Delivered comprehensive lectures and practical lab sessions on big data topics including Python, SQL, statistics, and mathematics.-Taught and provided hands-on experience with big data tools and frameworks such as Hadoop, Spark, Pig, Hive, Impala, YARN, and MapReduce.-Developed and maintained the course web page, ensuring all materials and resources were up-to-date and accessible.-Designed curriculum and coursework that included real-world applications and projects to enhance learning outcomes.-Provided mentorship and support to students, helping them understand complex concepts and apply them in practical scenarios. Show less

As a freelance data scientist, I worked on several training projects, utilizing machine learning and deep learning techniques to solve complex problems.Key Projects and Responsibilities:-Fraud Detection (Kaggle Competition):Utilized deep learning and logistic regression models to identify fraudulent credit card transactions.Implemented these models in Python, achieving 90% and 88% precision, respectively, for fraud detection.-Sales Prediction (BigMart Sales… Show more As a freelance data scientist, I worked on several training projects, utilizing machine learning and deep learning techniques to solve complex problems.Key Projects and Responsibilities:-Fraud Detection (Kaggle Competition):Utilized deep learning and logistic regression models to identify fraudulent credit card transactions.Implemented these models in Python, achieving 90% and 88% precision, respectively, for fraud detection.-Sales Prediction (BigMart Sales Prediction Competition):Developed an LSTM model to predict sales for the BigMart Sales Prediction competition.Built a predictive model to determine the sales of each product at specific stores, analyzing key product and store attributes that influence sales.Achieved 90% precision in sales prediction and deployed the model as APIs using Flask for web server integration.-Boston Housing Price Prediction:Predicted the median value of owner-occupied homes using the Boston Housing dataset.Implemented machine learning models with scikit-learn in Python, achieving 90% accuracy in predicting home values. Show less

As a researcher in the Nanometrology and Nanotechnology Laboratory at the National Institute of Standards (Egypt), my primary objective is to advance the field through experimental, theoretical, and computational research. My work focuses on developing new standards, measurement techniques, and calibration services for nanostructures and nanomaterials.Key Responsibilities and Achievements:Development of Standards and Measurement Techniques:-Conduct experimental and… Show more As a researcher in the Nanometrology and Nanotechnology Laboratory at the National Institute of Standards (Egypt), my primary objective is to advance the field through experimental, theoretical, and computational research. My work focuses on developing new standards, measurement techniques, and calibration services for nanostructures and nanomaterials.Key Responsibilities and Achievements:Development of Standards and Measurement Techniques:-Conduct experimental and theoretical research to establish new standards for nanostructures and nanomaterials.-Innovate and refine measurement techniques to enhance accuracy and reliability at the nanoscale.Calibration Services:-Develop and provide advanced calibration services for nanoscale measurement instruments.-Ensure high precision in the calibration of various nanotechnology devices.Investigation and Analysis:-Investigate the accuracies, limitations, and uncertainties of nanoscale measuring instruments and methods.-Perform comparative analyses to identify the most effective measurement techniques. Show less

Conducted research in metrology and calibration.

During my tenure as a PhD researcher at Western University, I conducted extensive research in the physics of nanotechnology, encompassing theoretical, computational, and experimental approaches. I successfully passed all graded courses with a 91% average and completed the comprehensive examination.Research Focus:-Band Gap Engineering for Graphene and Magnetic Nano-Ribbons (Theoretical and Computational Research):*Developed theoretical models using second quantization… Show more During my tenure as a PhD researcher at Western University, I conducted extensive research in the physics of nanotechnology, encompassing theoretical, computational, and experimental approaches. I successfully passed all graded courses with a 91% average and completed the comprehensive examination.Research Focus:-Band Gap Engineering for Graphene and Magnetic Nano-Ribbons (Theoretical and Computational Research):*Developed theoretical models using second quantization forms of the tight-binding Hamiltonian for electronic excitations and the Heisenberg exchange Hamiltonian for ferromagnetic excitations (spin waves).*Conducted computational studies involving numerical analysis to solve these models, writing and analyzing custom computer codes to interpret the results.-Nanoparticle-Biosensor (Experimental Research):*Engaged in experimental research to develop and refine nanoparticle-based biosensors, aiming to enhance their sensitivity and specificity for various applications.-Teaching Experience:Physics Laboratory Instructor and Teaching Assistant:- Taught and assisted in physics courses, providing hands-on laboratory instruction and academic support to undergraduate students.-Obtained the Western Certificate in University Teaching and Learning in 2012, demonstrating my commitment to effective teaching practices.Key Responsibilities and Achievements:- Conducted comprehensive theoretical modeling and computational simulations to explore the electronic and magnetic properties of nanomaterials.- Designed and optimized experimental setups for nanoparticle-biosensor research, ensuring precise measurements and accurate data collection.-Published research findings in scientific journals and presented at international conferences, contributing to the broader scientific understanding of nanotechnology.- Delivered lectures and laboratory instruction in physics, enhancing the learning experience for students. Show less

As a Research Assistant at the National Institute for Standards of Egypt, I played a crucial role in developing and implementing calibration systems for various industrial sensors. My key contributions include:-Established Calibration System: Designed and implemented a calibration system for moisture content in wood sensors, ensuring accurate and reliable measurements.-Mathematical Modeling: Developed a mathematical model for a new calibration method, improving precision and… Show more As a Research Assistant at the National Institute for Standards of Egypt, I played a crucial role in developing and implementing calibration systems for various industrial sensors. My key contributions include:-Established Calibration System: Designed and implemented a calibration system for moisture content in wood sensors, ensuring accurate and reliable measurements.-Mathematical Modeling: Developed a mathematical model for a new calibration method, improving precision and efficiency in sensor calibration.-Industrial Calibration: Conducted industrial calibration for temperature, humidity, viscosity, and moisture sensors, maintaining high standards of accuracy and reliability.-Thermal Properties Measurement: Measured and analyzed thermal properties of materials, contributing to various research and industrial projects.-Teaching Metrology: Provided instruction in metrology, sharing my knowledge and expertise with students and professionals in the field.Through these responsibilities, I gained extensive experience in sensor calibration, mathematical modeling, and metrology, enhancing my technical skills and contributing to the advancement of industrial standards. Show less

In my role as Computer and Internet Systems Administrator at the Egyptian Materials Research Society (EG-MRS), I was responsible for a wide range of technical and administrative tasks that supported the organization's digital and operational needs. My key responsibilities included:-Web Development and SEO: Designed, developed, and maintained the organization's website, optimizing it for search engines to increase visibility and engagement.-Electronic Publishing: Managed the… Show more In my role as Computer and Internet Systems Administrator at the Egyptian Materials Research Society (EG-MRS), I was responsible for a wide range of technical and administrative tasks that supported the organization's digital and operational needs. My key responsibilities included:-Web Development and SEO: Designed, developed, and maintained the organization's website, optimizing it for search engines to increase visibility and engagement.-Electronic Publishing: Managed the electronic publishing process for the Egyptian Journal of Solids, ensuring timely and accurate dissemination of research findings.-Hardware and Software Administration: Administered and maintained all hardware and software systems, ensuring smooth and efficient operations across the organization.-Conference Organization: Played an integral role in organizing conferences, handling technical logistics, and providing support to ensure successful events.My tenure at EG-MRS allowed me to develop a diverse skill set in web development, electronic publishing, systems administration, and event coordination. These experiences have equipped me with the technical expertise and organizational abilities needed to manage and enhance digital infrastructures effectively. Show less

As an Independent IT Engineer, I provided comprehensive IT solutions and training services over a span of seven years. My responsibilities and achievements included:-Hardware and Software Development: Developed, tested, installed, configured, and troubleshot computer hardware and software systems, ensuring optimal performance and reliability.-Network and Internet Solutions: Managed and resolved network and internet-related issues, enhancing connectivity and security for various… Show more As an Independent IT Engineer, I provided comprehensive IT solutions and training services over a span of seven years. My responsibilities and achievements included:-Hardware and Software Development: Developed, tested, installed, configured, and troubleshot computer hardware and software systems, ensuring optimal performance and reliability.-Network and Internet Solutions: Managed and resolved network and internet-related issues, enhancing connectivity and security for various clients.-IT Training and Education: Taught and trained students on essential IT skills, including Windows OS, -Microsoft Office applications, and internet usage, fostering their technical proficiency and confidence.Through this role, I gained extensive experience in IT infrastructure management, technical problem-solving, and educational training, equipping me with a robust and versatile skill set in the IT domain. Show less

During my tenure as a Research Trainee at LNE, Laboratoire national de métrologie et d'essais, I gained specialized training and hands-on experience in low-temperature thermometry and calibration techniques. My key activities and accomplishments included:-Low Temperature Thermometry and Calibrations: Trained extensively on vacuum systems, low temperature physics, and cryogenic techniques, acquiring a deep understanding of these advanced areas.-Sensitive Measurements: Performed… Show more During my tenure as a Research Trainee at LNE, Laboratoire national de métrologie et d'essais, I gained specialized training and hands-on experience in low-temperature thermometry and calibration techniques. My key activities and accomplishments included:-Low Temperature Thermometry and Calibrations: Trained extensively on vacuum systems, low temperature physics, and cryogenic techniques, acquiring a deep understanding of these advanced areas.-Sensitive Measurements: Performed low-noise and high-resolution sensitive measurements, ensuring precision and accuracy in experimental results.-Instrumentation and System Design: Designed and developed instrumentation and systems using LabVIEW, enhancing the efficiency and effectiveness of laboratory experiments.-Laboratory Work: Conducted comprehensive laboratory work, including the planning, design, setup, data collection, and analysis of results, contributing to the success of various research projects.This experience allowed me to develop a strong foundation in experimental physics, instrumentation, and data analysis, preparing me for advanced research and technical roles in the field of metrology and beyond. Show less

As an MSc. Researcher and Teaching Assistant, I was involved in advanced research and teaching activities, contributing to both academic and practical aspects of physics education. My key responsibilities and accomplishments included:-Optical Properties Research: Conducted in-depth studies on the optical properties of fiber optics using optical interferometry, advancing knowledge in this specialized field.-Teaching Assistant and Demonstrator: Served as a teaching assistant and… Show more As an MSc. Researcher and Teaching Assistant, I was involved in advanced research and teaching activities, contributing to both academic and practical aspects of physics education. My key responsibilities and accomplishments included:-Optical Properties Research: Conducted in-depth studies on the optical properties of fiber optics using optical interferometry, advancing knowledge in this specialized field.-Teaching Assistant and Demonstrator: Served as a teaching assistant and demonstrator for a section of 45 first-year physics students. My responsibilities included weekly demonstrations, tutoring, marking assignments, and supervising students' practice in physics experiments.Through this role, I honed my research skills in optical physics and developed strong teaching and mentoring abilities, effectively supporting students in their academic journey and contributing to the broader educational mission. Show less

As a Physicist at the National Institute for Standards of Egypt (NIS), I engaged in precision measurement and participated in significant scientific events. My key responsibilities and achievements included:-Surface Measurement: Measured surface topography, texture, and roughness using optical interferometry, contributing to the advancement of metrology techniques.-Symposium Participation: Participated in organizing and attended the Fifth International Symposium on Measurement… Show more As a Physicist at the National Institute for Standards of Egypt (NIS), I engaged in precision measurement and participated in significant scientific events. My key responsibilities and achievements included:-Surface Measurement: Measured surface topography, texture, and roughness using optical interferometry, contributing to the advancement of metrology techniques.-Symposium Participation: Participated in organizing and attended the Fifth International Symposium on Measurement Technology and Intelligent Instruments, gaining valuable insights and networking with experts in the field.This role allowed me to develop expertise in optical interferometry and surface measurement, while also enhancing my organizational and collaborative skills through active participation in international scientific events. Show less

As the Executive Manager at Zakaria Ahmed Contractors, I was responsible for overseeing and enhancing the company's overall operations. My key responsibilities included:-Organizational Leadership: Organized, directed, controlled, and evaluated all aspects of the company's operations, ensuring efficiency and effectiveness in achieving business goals.This role provided me with comprehensive experience in executive management, leadership, and operational oversight, allowing me to… Show more As the Executive Manager at Zakaria Ahmed Contractors, I was responsible for overseeing and enhancing the company's overall operations. My key responsibilities included:-Organizational Leadership: Organized, directed, controlled, and evaluated all aspects of the company's operations, ensuring efficiency and effectiveness in achieving business goals.This role provided me with comprehensive experience in executive management, leadership, and operational oversight, allowing me to contribute significantly to the company's success during my tenure. Show less

During my tenure as an Academic Publishing Specialist at Hindawi Publishing Corporation, I played a crucial role in the acquisition and preparation of academic content for publication. My key responsibilities included:-Manuscript Acquisition and Preparation: Managed the acquisition of manuscripts, and performed coding in LaTeX/HTML for data markup, ensuring accurate and high-quality content compilation and editing.-Proofreading and Copy Reading: Conducted thorough proofreading… Show more During my tenure as an Academic Publishing Specialist at Hindawi Publishing Corporation, I played a crucial role in the acquisition and preparation of academic content for publication. My key responsibilities included:-Manuscript Acquisition and Preparation: Managed the acquisition of manuscripts, and performed coding in LaTeX/HTML for data markup, ensuring accurate and high-quality content compilation and editing.-Proofreading and Copy Reading: Conducted thorough proofreading and copy reading to maintain the highest standards of academic publishing.-Technical Support: Assisted with hardware and software administration, providing technical support to ensure smooth operations.-Executive Assistance: Served as the Executive Assistant to the CEO, supporting various executive functions and administrative tasks.This role allowed me to develop strong skills in academic publishing, technical support, and executive administration, contributing to the efficiency and quality of the publishing process at Hindawi. Show less

During my tenure as an MSc. Researcher at Ain Shams University, I engaged in theoretical and computational physics courses, contributing to my academic and research pursuits. My key activities included:-Theoretical Physics Courses: Participated in advanced theoretical physics courses, deepening my understanding of fundamental concepts and principles in the field.-Computational Physics Courses: Engaged in computational physics courses, gaining practical experience in numerical… Show more During my tenure as an MSc. Researcher at Ain Shams University, I engaged in theoretical and computational physics courses, contributing to my academic and research pursuits. My key activities included:-Theoretical Physics Courses: Participated in advanced theoretical physics courses, deepening my understanding of fundamental concepts and principles in the field.-Computational Physics Courses: Engaged in computational physics courses, gaining practical experience in numerical methods and simulation techniques.This experience provided me with a strong foundation in theoretical and computational physics, preparing me for further academic and research endeavors in the field. Show less

As a Summer Trainee at the National Research Centre (NRC), I participated in a specialized training program focused on the fabrication and characterization of thin-film semiconductor solar cells. During this time, I gained hands-on experience and knowledge in:-Thin-Film Semiconductor Fabrication: Learned techniques for fabricating thin-film semiconductor materials used in solar cell technology.-Solar Cell Characterization: Participated in the characterization process of solar… Show more As a Summer Trainee at the National Research Centre (NRC), I participated in a specialized training program focused on the fabrication and characterization of thin-film semiconductor solar cells. During this time, I gained hands-on experience and knowledge in:-Thin-Film Semiconductor Fabrication: Learned techniques for fabricating thin-film semiconductor materials used in solar cell technology.-Solar Cell Characterization: Participated in the characterization process of solar cells, including testing and analyzing their performance under various conditions.This experience provided me with valuable insights into solar cell technology and its applications, laying the groundwork for further exploration and study in the field of renewable energy. Show less