Mustafa Mohammadi

ML engineer &
Data Scientist

01

Know
About me

I am a Machine Learning Engineer with an extensive experience in conducting several ML architectures such as Recommendation System, Image Processing, Regression, Classification and categorization in to the real world practices in several companies.

As the part of starting my journey, I started to study in the field of computer engineer from 2008. I got my bachelor degree at the Unversity of Qom with the GPA 17.4 out of 20. Then I went to work for about 8 years in the fields of Computer networking, junior data analyst and junior machine learning engineer. I backed to the academic environment in 2018 to get my master degree in the field of Computer Science. Fortunately, I got my credential from the University of Tehran, the most prestigious and oldest university in iran with the rank of 500 in the world. Next, I found that I really like to be in touch with the most recent and up to dated researches in Machine learning. So i accepted at the university of Windsor, ON, CA as a full time PhD student in the field of computer science since Sep 2022. Up to now, My GPA is 98 out of 100.

Appropriately maintain standards compliant total linkage with cutting-edge action items. Enthusiastically create seamless synergy rather than excellent value.

02

My
Experience

Sep 2022 - Present

Machine Learning Researcher

University of Windsor
• Conducted extensive research on applying graphs into image related datasets and live video streaming and applying several GNN and GCNs for the training the obtained graphs.
• Converting super resolution microscopic biomedical images into graph for the faster image processing
• Utilizing advanced customized simulation environment, LLMs and deep reinforcement learning to get the better understanding about the patients and applying the auto-answering system.
• Research on the application of online interactive Deep reinforcement Learning, graph neural networks, and large language models for recommender systems.
Aug 2019 - May 2022

Artificial Intelligence Specialist

TaraSPG Co, Iran
• Designed and developed backend systems for analytics platforms, managing data integration from various sources, resulting in a 50% improvement in system performance.
• Implemented and deployed various deep learning and machine learning models for aerospace industry projects, including anomaly detection, trajectory prediction, and radar fusion, leading to multiple innovative patents.
• Architected and optimized ML inference systems, applying model optimization techniques (distillation, quantization) to deploy efficient models in production.
• Led cross-functional teams in the execution of interdisciplinary projects, fostering collaboration among diverse experts.
• Provided mentorship to junior developers and interns, developing curricula and guiding real-world projects
• Implemented MLOps practices to streamline the deployment and monitoring of machine learning models in production.
• Deployed ML models on AWS and GCP, including experience with GCP's Vertex AI, enhancing scalability and reliability.
• Worked on data collection, data engineering, data mining, and data visualization, resulting in 1 national projects worth millions of dollars.
• Developed high-performance applications using Java and Scala, optimizing ML inference systems for aerospace applications.
Jun 2015 - jun 2019

Data Scientist

Anahita Parvaz International Tour and Travel Company, Iran
• Performed data mining and analysis on customer information from different sources to achieve optimal marketing plans.
• Managed master data sets, ensuring data integrity and compliance with confidentiality guidelines.
• Developed and designed reporting environments, including data sources, security, and metadata management.
• Created comprehensive reports and visualizations using Power BI and Matplotlib, aiding strategic decision-making, resulting in a 30% income increase.
• Performed time-series data mining and predictions for financial analytics to optimize the company's principal investments.
• Collaborated with stakeholders to translate business requirements into technical solutions.
• Communicated complex data insights in clear, non-technical language to support marketing and investment strategies.

03

My
Education

Sep 2022 - Present

PhD Candidate of Computer Science

University of Windsor, Ontario, Canada
• Lab coordinator of computer science under supervision of Prof. Luis Rueda
• Fully funded student through the entire program around 180,000 CAD
• Graduate student Assistantship for Masters and undergrad student.
• Teaching Assistantship for several cources i.e. Data Structure, System Programming, IOT, C#, and Advance Machine learning
• GPA 98 out of 100
Aug 2019 - May 2022

Master of Computer Science

University of Tehran, Tehran, Iran
• Top 10 Master student of computer science.
• Publish one conference paper in IEEE
• Conducted research on Graph and Hypergraph Attention Network in machine learning.
• GPA 18.8 out of 20.