Aya Mhalla

Experience

• 

  Lebanese International University

  Sept 2019 - Jan 2020

  Teaching Assistant

  Worked as a teacher assistant for:-Java course-Data Structure course-Algorithm courseMy tasks include review the assignments and the grades of the students.

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  Stellar Media

  Nov 2019 - Jan 2020

  Software Developer

  Training program for 3 months and I was introduced to:- python programming language- Django framework.- Building Database using MySQL- Django Rest framework for building web API's- Optimize a medical clinic software ( between clinic, patients and doctors) - Developing a full website using Django framework- Introduced to git commands.

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  Freelance

  Oct 2021 - Mar 2022

  Private Tutor

  Teaching students programming languages and undergraduate students computer science courses that are:- Data structure- Arduino - C++- Java

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  Abou Najem Group

  Oct 2021 - Dec 2021

  Machine Learning Engineer| Software Developer

  During this period I learned:- Laravel framework - Building website using Laravel framework and MySQL database management system. Another role is :- Research about different topics related to Artificial Intelligence and machine learning solutions like ways to incorporate machine learning capabilities to the company products to solve some specific problems .

• 

  VALOORES

  Apr 2022 - Apr 2023

  Software Developer | Machine Learning

  As a full stack web developer:- Introduced to Oracle database management system in addition to my knowledge in MySQL database- create JSP Java server pages- Apply MVC framework like Angular as a front-end framework and Spring Boot as back-end framework and developing full projects using themAfter finishing period to be a full stack web developer and because I have a experience in Artificial Intelligence and specially machine learning I worked as a member on the analytics team and worked on- data cleaning preprocessing and visualization by using specific libraries and analysis and in some cases I used D3.js for the visualization- building scripts using many models and algorithms also using (structured and unstructured) machine learning models- test and optimize a chatbot web app that is trained to answer banking questions using Dash framework.- research Scientist in machine learning - building projects related to computer vision- building projects related to face detection and recognition ending up with the best performance, accuracy and prediction data- building projects related to audio detection and recognition ending up with the best performance, accuracy and prediction data- building projects related to signature detection and recognition ending up with the best performance, accuracy and prediction data.- train new intern machine learning and python programming language Show less

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  Mindfield Digital

  Apr 2023 - Mar 2024

  Machine Learning Engineer

  • Working on Artificial intelligence projects and models with University advisors • Apply various data preprocessing techniques and feature extractions• Deploying machine learning models and evaluating them.• Designing complex Deep Learning models and algorithms• Use Natural Language Processing solutions NLTK, spaCy, huggingface, Transformers• Use Machine Learning Frameworks, libraries: TensorFlow, PyTorch, scikit-learn,OpenCV

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  Bridge. Outsource. Transform (B.O.T)

  May 2023 - Jun 2023

  Data Analysis & Collection

  - Analyze data to get accurate and relevant results- Assist in the monitoring (data collection, data entry)- The time management to ensure that duties are completed on time- Communicate clearly with participants and explain the data which are collected

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  Lebanese International University

  Oct 2023 - now

  University Lecturer

  • Lecturer in Courses: Artificial Intelligence, Machine Learning, Introduction to programming, computer science overview, Introduction to Computers, Intermediate Programming with objects• Helping Students in their senior projects • Evaluating students’ projects during LIU Science Day• committee overseeing senior projects