Developed a WebSite Application using JavaScript with Ruby on rails to track the history of subjects taught by
teachers over the years. The aim of this project is to generate report tables about all the subjects taught by a
specific teacher, as well as the teachers who have taught a specific subject. The report tables are promptly
displayed on the website and the user can download the report to an Excel file.
● Designed and implemented relational databases using MySQL server and managed the data with APIs and connectors.
● As the data managed across the website is sensitive, user management with cookies was implemented. Also, only
the major coordinators of the university are allowed to access the website.

Research and implementation of multi-objective metaheuristics with Python and NumPy. Similar metaheuristics
were evaluated to determine their performance with different kinds of functions.

Utilized a dataset of medical notes written by doctors during check-up appointments. Vectorized the plain text of each note with the BERT Multilingual model included in Hugging Face libraries. Applied clustering methods to the embeddings dataset in order to identify common patterns between the clinical notes of every cluster
generated.

Developed a Website platform for a math contest organization. The Web App allows teachers to write topic articles for the students. The students can sign in to the system and only see the articles. The major coordinators have the ability to register
teachers and edit or delete articles written by teachers.

* Front and backend developed with JavaScript and Node.
* The data is stored in a MongoDB database on AWS server.
* Implemented 3 roles: Student, Teacher, Admin. Students can just read and study the topics. Teachers upload the topics
writing the info in a blog text box where the teacher can use math symbols, upload videos and links, create tables, etc.
The admin task is to register teacher's accounts. Every role has its unique log in page.
* Email verification implemented in order to accept users with a real email account.
* Password security methods implemented such as salted hashing.