kenzy khaled

software developmentInternship

• Job Details:Developed a Flutter website for Mobica Industry to streamline employee support and industry-related inquiries. • Integrated a chatbot using Firebase and Flutter, allowing employees to ask questions and receive real-time assistance on industry topics. • Designed and implemented features for camera integration on the website, enabling additional visual functionalities. • Leveraged Firebase for secure data storage, user authentication, and real-time chat interactions. • Focused on creating an intuitive user interface and improving employee engagement through responsive web design • Developed and deployed a chatbot that reduced manual support requests by 60%.

Machine Learning EngineerInternship

• Job Details:Developed a web-based application using HTML, CSS, JavaScript, and Flask to predict water potability. Jan 2025 – Jun 2025 • Integrated machine learning models, including Linear Regression, Support Vector Machines (SVM), Random Forest (RF), Decision Trees (DT), and Artificial Neural Networks (ANN), to analyze water quality parameters and predict potability. • Implemented regression models to process inputs such as pH, Hardness, and Conductivity to determine water safety for consumption. • Created featuresfor both manual data input and CSV file uploads, with future plans for IoT sensor integration. • Gained proficiency in building and deploying predictive models, enhancing model accuracy through data cleaning, feature selection, and hyperparameter tuning. • Achieved 85% accuracy in predicting water potability using ensemble models • Deployed 5+ regression models with hyperparameter tuning, improving average prediction accuracy by 15%.