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Elnaz Bigdeli

Director - Data Science And Analytics at OANDA

Elnaz Bigdeli has a diverse background in data science and analytics. Elnaz has held various roles at different companies, including OANDA, TOPIQ.ai, KPMG, Deloitte, Morgan Stanley, and Ottawa University.

At OANDA, Elnaz served as the Director of Data Science and Analytics, where they led a team of 20 data scientists and analysts. Elnaz developed and implemented a data strategy, created a roadmap for data-driven initiatives, and collaborated with marketing teams to optimize marketing spend.

Prior to that, Elnaz worked as an Associate Director of Data Science and Analytics at OANDA, as well as a Lead Data Scientist.

At TOPIQ.ai, Elnaz worked as a Machine Learning Engineer, focusing on developing machine learning models.

Elnaz also has experience at KPMG, where they served as a Manager of Data and Analytics, and at Deloitte as a Data Scientist. In these roles, they worked on projects related to query understanding systems, knowledge graphs, and NLP solutions.

Additionally, Elnaz gained experience as a Data Scientist/Intern at Morgan Stanley, where they worked on implementing anomaly detection using deep neural networks.

At Ottawa University, Elnaz worked as a Research Assistant, where they developed an anomaly detection system and implemented various machine learning algorithms. Elnaz also served as a Teaching Assistant during this time.

Furthermore, they worked as a Software Developer, where they developed a secure payment gateway for a project called SecCharge, utilizing Java and Strip Payment Gateway.

In summary, Elnaz Bigdeli has a strong background in data science and analytics, with experience in leading teams, developing machine learning models, and working on various data-driven projects across multiple industries.

Elnaz Bigdeli has a Ph.D. in Computer Science (Machine learning and data mining) from the University of Ottawa, which they obtained between 2011 and 2016. Elnaz also holds a Master's Degree in Computer Science (Artificial Intelligence) from the Institute for Advanced Studies in Basic Sciences, Zanjan, which they completed from 2008 to 2011. Elnaz Bigdeli's educational journey started with a Bachelor's Degree in Information Technology Engineering from the same institute, which they earned from 2003 to 2007. In addition to their academic degrees, they have obtained certifications in various machine learning topics from Coursera, including Sequence Models, Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization, Structuring Machine Learning Projects, and Neural Networks and Deep Learning.

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Previous companies

Ottawa University logo
Deloitte logo
Morgan Stanley logo
KPMG logo

Timeline

  • Director - Data Science And Analytics

    September, 2022 - present

  • Associate Director - Data Science And Analytics

    November, 2021

  • Lead Data Scientist

    October, 2018

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