Summary
Driven by curiosity and innovation, I am a machine learning and data science enthusiast dedicated to solving complex challenges through cutting-edge techniques and creative problem-solving.
Education
Master of Applied Science in Engineering Science
2023 to 2025 at Simon Fraser University, Vancouver, Canada
Master of Science in Artificial Intelligence & Robotics
2018 to 2021 at Sharif University of Technology, Tehran, Iran
Bachelor of Science in Computer Engineering
Experience
Big Data Analyst
From 2024 to present at SFU's Big Data Hub, Vancouver, Canada
- Project: Shipping container throughput prediction for the Port of Vancouver.
- Contribution: Research and development of a model to increase the prediction horizon and accuracy.
- Technologies: Data ETL, Data Visualization, Pytorch, mlflow
Research Assistant
From 2023 to present at Multimedia Lab, SFU, Vancouver, Canada
- Project: Universal compressed image features optimized for multi-task neural networks.
- Contribution: Development, implementation, and Research.
- Technologies: Pytorch, DeepSpeed, lightning, mlflow
Machine Learning Engineer
From 2021 to 2022 at MCI (Hamrahe-aval) R&D Center, Tehran, Iran
- Project: Create an easy-to-use and scalable AI platform for developing and deploying ML pipelines.
- Contribution: Development, implementation, and deployment of distributed ML and CV models.
- Technologies: Tensorflow, Pytorch, OpenCV, Pandas, Kubernetes, Kubeflow, Docker
Research Assistant
From 2018 to 2021 at Image Processing Lab (SUT), Tehran, Iran
- Investigated and enhanced utilization of Adversarial Networks in Image Segmentation
- Research on Transformers in Deep Learning and Computer Vision.
- Technologies: Pytorch, OpenCV, PIL, scikit-learn, Matplotlib
Skills
- Programming: Python, C++, SQL, MATLAB
- Machine Learning: Tensorflow, Pytorch, Keras, scikit-learn, Spark, XGBoost, Kubeflow
- Data Analysis & Visualization: Pandas, Numpy, SciPy, Matplotlib, Seaborn, Grafana, Tensorboard
- Computer Vision: OpenCV, PIL, TorchVision
- DevOps: Git, Docker, Linux, Kubernetes