Hanna Bawardi

- Computer information systems degree BS.c -

MLOps and Web systems Developement

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My Portfolio

About

Welcome to my professional space. I am a devoted student of Computerized Information Systems, with a profound interest in advancing the capabilities of web-based platforms through the integration of sophisticated machine learning models. My academic pursuits have been complemented by practical experience at the Women, Health, and Life With Dignity organization in Haifa, where I refined my ability to process complex datasets and align technology solutions with client objectives. My journey has been driven by the belief in the power of artificial intelligence to bring about transformative societal benefits. Through innovative thinking and a dedication to excellence, I aspire to contribute to the field of technology by developing information systems that not only excel in function but also serve to foster positive change in society. Explore my work, insights, and the values that guide my professional ethos here.

My Skills

Information Systems Analysis & Development

95%
Skilled in the analysis, design, and implementation of robust information and web-based systems, with a thorough understanding of system architecture and user experience. I Use UML, DFD, ERD, BPMN and more based on the requirements

Machine Learning & AI Development

95%
Experience in crafting and integrating machine learning models, particularly for web-based applications and information systems, with a strong foundation in Natural Language Processing (NLP) and neural networks. I use Tensorflow, sklearn and keras for building advance models

Data Science

90%
Proficient in complex data management and analysis, with a keen ability to derive actionable insights and visualizations. I use Pandas, Numpy, SciPy, PandasAI, openAI, Seaborn, and Matplotlib to perform a full data analysis.

Software Engineering

90%
Solid understanding of software development life cycle, version control, and agile methodologies.

Database Management

90%
Experienced in SQL database design and data retrieval systems.

Technical Tutoring

85%
Proven track record as an AI/ML tutor, clarifying complex concepts and guiding students through project-based learning.

70+
private and general lessons given
12+
Projects Done
1.5y+
work experience
15+
Data-Driven Decisions Enabled

My Projects

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Airport management system System development

The project involved the design and Java implementation of an airline management system and customer interface, integrating UML and DFD models to ensure a user-friendly experience and conflict-free flight scheduling.

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Information system for the JavaEat restaurant System development

The project developed a user-friendly delivery management information system for JavaEat restaurant, featuring a GUI for order processing, data persistence through serialization, and robust exception handling to optimize operations and profitability.

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Mental Health Website Website system development

I am developing a Django-based mental health support website that integrates HTML, CSS, JavaScript, React, MySQL, offering chatbot and various features to assist individuals experiencing mental health challenges.

still in process, i will send link for who ask
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Knight's Move Game development.

The project is a comprehensive Java-based system for the strategic game Knight's Move, encompassing all software engineering phases including development, UI/UX design, data persistence, JUnit testing, and version control via GitHub, with intricate game mechanics and AI opponents.

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Text Suicide DetectionMachine learning and model development project

This project fine-tunes a BERT-base model using the Keras API to detect signs of suicidal ideation in text, enhancing the model's understanding of mental health contexts for potential use in early intervention strategies.

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Walmart sales analysisMachine learning, model development, data visualizations project

Leveraged machine learning and clustering techniques to analyze and predict the impact of weather patterns on Walmart sales, providing actionable insights for data-driven inventory and sales strategy optimization.

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threads instagram app analysis and initial modelMachine learning, model development, data visualizations project

Conducted a detailed analysis of the Instagram Threads app and developed an LSTM-based text classification model to categorize user reviews, documented in a Kaggle project.

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My fields of interest

  • Enhancing information systems with AI integration.
  • Artificial intelligence
  • Machine learning
  • Deep learning
  • Statistical inference

  • Theory and practical

  • Systems development
  • Planning
  • Analysis
  • Design
  • implementation
  • maitenance

  • Theory and practical

Contact Me

Haifa, Israel

Phone: +972 543266316

Email: hannabaw12121313@gmail.com