Aya Mhalla
Machine Learning Engineer at Mindfield Digital- Claim this Profile
Click to upgrade to our gold package
for the full feature experience.
-
English -
-
Arabic -
Topline Score
Bio
Credentials
-
SDG Brain Lab
UN Global Compact Network Lebanon (UNGCNL)Jun, 2023- Sep, 2024 -
Fall in love with Machine Learning
Zaka | زكاFeb, 2023- Sep, 2024 -
IWD
Google Developers GroupMar, 2022- Sep, 2024 -
CCNA Routing and Switching: Introduction to Networks
Cisco Networking Academy -
CCNA Routing and Switching: Routing and Switching Essentials
Cisco Networking Academy -
IT Essentials: PC Hardware and Software
Cisco Networking Academy
Experience
-
Mindfield Digital
-
United Arab Emirates
-
Advertising Services
-
1 - 100 Employee
-
Machine Learning Engineer
-
Apr 2023 - Present
• Working on Artificial intelligence projects and models with University advisors project is about Arabic sentiment analysis project • 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 • Working on Artificial intelligence projects and models with University advisors project is about Arabic sentiment analysis project • 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
-
-
-
Bridge. Outsource. Transform (B.O.T)
-
Lebanon
-
IT Services and IT Consulting
-
1 - 100 Employee
-
Data Analysis & Collection
-
May 2023 - Jun 2023
- 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 - 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
-
-
-
VALOORES
-
Lebanon
-
Banking
-
1 - 100 Employee
-
Software Developer | Machine Learning
-
Apr 2022 - Apr 2023
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 them After 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
-
-
-
Freelance
-
Egypt
-
Human Resources
-
1 - 100 Employee
-
Private Tutor
-
Oct 2021 - Mar 2022
Teaching students programming languages and undergraduate students computer science courses that are: - Data structure - Arduino - C++ - Java Teaching students programming languages and undergraduate students computer science courses that are: - Data structure - Arduino - C++ - Java
-
-
-
Abou Najem Group
-
Lebanon
-
Building Materials
-
1 - 100 Employee
-
Machine Learning Engineer| Software Developer
-
Oct 2021 - Dec 2021
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 . 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 .
-
-
-
Stellar Media
-
Netherlands
-
Media Production
-
Software Developer
-
Nov 2019 - Jan 2020
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. 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.
-
-
-
Lebanese International University
-
Lebanon
-
Higher Education
-
700 & Above Employee
-
Teaching Assistant
-
Sep 2019 - Jan 2020
Worked as a teacher assistant for: -Java course -Data Structure course -Algorithm course My tasks include review the assignments and the grades of the students. Worked as a teacher assistant for: -Java course -Data Structure course -Algorithm course My tasks include review the assignments and the grades of the students.
-
-
Education
-
2019 - 2021
Lebanese International University
Master's degree, Computer Science/ GPA 3.82 -
2016 - 2019
Lebanese International University
Bachelor's degree, Computer Science/ GPA 3.5
Community
