Danial Ebrat

Danial Ebrat

About Me

I’m a Ph.D. Candidate in computer science with over nine years of industrial experience in Artificial intelligence, Data science, and machine learning, and information technology. I have led various AI projects associated with time series and large-scale data and participated in multidisciplinary national projects. I’m passionate about new technologies and challenges, which cause growth and learning opportunities, especially in interdisciplinary projects, leading to the collaboration and teamwork of diverse experts from different backgrounds. Currently, my focus is on large language models, deep reinforcement learning, recommendation systems, and AI music.

Besides my work, my studies generally lie in the intersection of Music and Computer Science and its collaboration with various fields. I create AI solutions related to Music, Audio, and Speech, mostly to connect non-musicians to Music with a better perspective. I found out that Music and poetry have a significant impact on kids, and I would like to expand my research to study the psychological aspects of Music and poetry on kids someday. Therefore, I'm interested in connecting AI with Psychology and Neuroscience in general or specifically related to Music.

 

Personal Life

it’s obvious that I’m passionate about music! I like to sing and play guitar, especially with my daughter. Moreover, I had the honor of being in the choir of the Mehrzad Khajeamiri concert Group. I write poems and lyrics, some of which are available here, and you can follow our music band page (Ariana music band) if you are interested in Iranian music culture.

If I have spare time (which almost never happens :D), I share my codes and experiences through my YouTube channel as well by talking about various topics, mostly related to AI. Finally, fan of board Games, video games, hanging out, soccer, and similar kinds of fun ... ! 

 

 

Resume

Education

2022-Present

Ph.D. Computer Science

University of Windsor

2018-2021

M.Sc. Computer Science _ Data Mining

Amirkabir University of Technology (Tehran Polytechnic)

Thesis Title: "Iranian modal music (Dastgah) Detection using Deep Neural Networks "  (link)

2013-2018

B.Sc. Computer Science

Amirkabir University of Technology (Tehran Polytechnic)

Publication

Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems
Link to the article
Iranian Modal Music (Dastgah) detection using deep neural networks
Link to the article

Work Experience

August 2023 - Present

Machine Learning Engineer

Musora Media Inc.

Currently, I'm trying to improve user's experience in learning music by participating in various projects in the fields of Recommender systems, Large Language Models, Knowledge Graphs, Agentic AI and Machine Learning.

February 2023- September 2023

Artificial intelligence Teacher

Canada Super spelling be Inc.

Teaching Artificial Intelligence, Data Science, and machine learning using hands-on Python projects.
Teaching programming and algorithms for coding contests such as the United States of America Computing Olympiad (USACO) and Canadian Computing Competition (CCC).

September 2022- Present

Research Assistant

University of Windsor

Conducted extensive research on applying multi-agent deep reinforcement learning in recommender systems, utilizing advanced customized simulation environment, LLMs and deep reinforcement learning.
Led a patent project involving the development of an Intelligent Framework for a Social Engineering Cyber Security Training program. This innovative AI-based system dynamically adjusted its behavior based on user responses, identifying vulnerable individuals and their weaknesses in relation to social engineering attacks.
Research on the application of online interactive Deep reinforcement Learning, graph neural networks, and large language models for recommender systems, specifically in the music domain and education domain.

June 2021- August 2022

Artificial intelligence specialist

ARAD Co.

Work Duties :
Research & Development
Collaborating with multiple teams to deploy large-scale AI applications
Utilize cutting-edge solutions for multidisciplinary AI projects
Data engineering, Data analysis, Data Mining and Data visualization
Creating, developing, and deploying AI Models in a large-scale using various databases and Big data technologies like Apache Spark
Writing proposals, and presenting AI-related projects to clients

Jun 2018- Jun 2021

Data Scientist / IT Manager

Anahita Parvaz Int. Travel Agency

Work Duties :
Technology advisor / Technology Planning
Data Mining and Data analysis using information from various sources
Optimizing procedures in different sections and decision-making
Using extracted knowledge from real data for marketing purposes
Web Manager / Web Master

Jun 2015 - Jun 2018

IT Technician

Anahita Parvaz Int. Travel Agency

Work Duties :
Troubleshooting software, hardware, and network problems
Supply management for required software, hardware, and devices

Contact

Get in Touch

Get in Touch

Windsor, Ontario, Canada
Ebrat@uwindsor.ca
Danial@musora.com

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