Senior Machine Learning Engineer
Royal Bank of Canada (RBC)
July 2022 to Present
- Developed and strengthened comprehensive end-to-end data pipelines to facilitate the data processing, feature selection, training, validation, testing, and inferencing of over 85 machine learning models both on-premises and in the cloud. This enabled the bank to offer Next Best Actions (NBA) to +17 million clients locally and internationally.
- Designed and executed advanced technical solutions such as Data Freshness Radar (DFR) tailored for data scientists and data engineers, leveraging tools like Palantir Foundry, OpenShift, Docker, Helios, Jenkins, Airflow DAGs, Hadoop, PySpark, Kafka, Snowflake, Amazon S3, RedShift, and AWS SageMaker.
- Directed development of multiple Proof of Concepts (PoCs) incorporating cutting-edge algorithms and architectures including LLMs and Generative AI.
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Research Assistant
Ontario Tech University – Oshawa, ON
January 2021 to May 2022
- Worked on several projects such as image inpainting, super-resolution, and image-to-image translation utilizing Python3, Deep Learning, GANs, NLP, TensorFlow, Keras, PyTorch, Matplotlib, scikit-learn, pandas, NumPy, SciPy, Anaconda, and OpenCV.
- Enhance the quality of images and transfer them to another domain using GANS.
- Aided in the teaching of programming using C++ to more than 100 undergraduate students. https://github.com/ArshockAbedan/Adv-CPP-Labs.
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Software Engineer
STAR PLOY TECH Inc. – Toronto, ON
April 2021 to October 2021
https://www.ei2i.com/
Part-time job (20 hours/week)
Redesigned the ei2i business directory (www.ei2i.com) using Python, Django, CSS3, HTML5, Bootstrap, JavaScript, jQuery, Chart.js, Google Cloud Platform (GCP), Django REST Framework (DRF), GeoDjango, MySQL, and GitLab.
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Senior Software Engineer
Naghshe Aval Keyfiat Company (NAK) – Tehran
November 2015 to January 2021
Mobile Telecommunication Company of Iran (MCI) also known under its brand name “Hamrahe Aval” is the first and largest mobile operator in Iran.
It is important to mention that I received my salary and insurance from Naghsh Aval Keyfiat (NAK). NAK is a subsidiary company of MCI.
- MCI ERP Systems, ERP Implementation Project.
- Tooska, ERP Implementation Project.
- Jiring, ERP Implementation Project.
- NAK (Naghsh Aval Keyfiyat), ERP Implementation Project.
- MobinNet, ERP Implementation Project.
- Setare Aval, ERP Implementation Project.
- Behsa, ERP Implementation Project.
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iOS Developer
Yari MA- Tehran
August 2015 to November 2015
The company recently rebranded as AbreSalamat.
- Implemented health-care and real estate iOS applications for iPhones and iPads using Objective-C.
Projects:
· MyMCI
· Abresalamat
· Yarima
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Full-Stack Developer
Turbotec-co – Tehran
September 2014 to August 2015
Developed different modules including documentation management, conference room reservations, etc. for ERP, CRM, and PLM systems at Turbotec-co (http://turbotec-co.com/)
