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.
Experience
Big Data Analyst
Part-time, 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 2026 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
Education
Master of Applied Science in Engineering Science
2023 to 2026 at Simon Fraser University, Vancouver, CanadaMaster of Science in Artificial Intelligence & Robotics
2018 to 2021 at Sharif University of Technology, Tehran, IranBachelor of Science in Computer Engineering
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