Mohammad Rezaiekheirabadi
Toronto,Ontario
Summary
Machine learning professional with solid history of developing and refining predictive models to solve complex problems. Adept at collaborating with cross-functional teams to achieve impactful results, while remaining adaptable to evolving project needs. Renowned for analytical skills and proactive approach to problem-solving.
Overview
5
5
years of professional experience
Work History
Machine Learning Engineer
Monsters Aliens Robots Zombies (MARZ)
09.2022 - 02.2024
- Developed Vanity AI, Vanity AI is a production-ready solution that empowers VFX teams and Hollywood to deliver large volumes of high-end 2D aging, de-aging, cosmetic, wig, and prosthetic fixes.(https://monstersaliensrobotszombies.com/vanityai)
- Vanity AI is up to 300 times faster than traditional VFX pipelines, 80% more cost effective, and has no capacity constraints.
- Developed a full end-to-end tested data preparation pipeline using Apache Airflow.
- Deployed GitHub workflows for maintaining and updating docker images.
- Launched Vanity AI API on AWS and local servers
- Deployed Redis server and workers between different services.
Research Assistant
Simon Fraser University
01.2020 - 01.2022
- Leading research on drug resistance prediction using AI for key bacterial diseases
- Using GenAI developed models for predicting drug resistance in Mycobacterium Tuberculosis and E Coli using machine learning and deep learning algorithm.
- Highlighted Projects: 5000 Youtube channels Analysis - Data Analysis Web app - Adult Demographic Analysis - Netflix TV shows and movies dataset Analysis - Ecommerce Purchase Analysis
Research Assistant
Sharif University of Technology
10.2018 - 01.2020
- Developed deep learning methodologies for the identification of cancer subtypes, focusing on pancreatic and liver cancers
- Integrated multi-omics data using deep learning techniques to enhance diagnostic accuracy and treatment specificity
Education
M.Sc. - Computer Science, AI/Image/Computational Biology
Simon Fraser University
Vancouver06.2022
B.Sc - Electrical Engineering/Control
Sharif University of Engineering
Tehran 01.2020
Skills
Deep Learning
- LLM
- Data Analysis
- Python Programming
- Model Optimization Techniques
- CI/CD Pipeline Automation
- SQL
- NET
- GenAI
- NLP
- Pytorch
- AWS
- Git
- Natural Language Processing
- Feature Engineering
- Model Development
Timeline
Machine Learning Engineer
Monsters Aliens Robots Zombies (MARZ)
09.2022 - 02.2024
Research Assistant
Simon Fraser University
01.2020 - 01.2022
Research Assistant
Sharif University of Technology
10.2018 - 01.2020
M.Sc. - Computer Science, AI/Image/Computational Biology
Simon Fraser University
B.Sc - Electrical Engineering/Control
Sharif University of Engineering
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