Badges
Certifications
Work Experience
AI Lead
Eduplan Solutions• July 2021 - Present
- Designing NLP solutions to be employed in recommendation systems. - Data Augmentation to enhance the diversity of the database to be used in the NLP solutions. - Employing Deep-RL techniques for recommendations.
Product Owner
Kavoshcom Asia R&D Group• July 2020 - July 2021
- Designing product solutions. - Setting up a customized agile methodology for the development team, reconstructing the whole project management procedures. - Preparing software use cases and user stories. - Market and competitor study to achieve best soluti
Programming Supervisor
Zharfiran Co.• April 2019 - November 2019
- Developing a NLP system for news categorization to be used for digital marketing solutions, specifically CPC systems. A fast text pre-trained network and LSTM were used. - Implementing a data cleaning and preparation system to prepare text data before feeding into the train algorithm. Feature extraction techniques were exploited to obtain meaningful sequences. - Implementing and coaching the development of a RESTful API using Python language to develop a SaaS system for NLP functionalities. - Implementing a web crawler/scraper to extract required data for analysis and processing using Python/BeautifulSoup package.
Software Engineer
Kavoshcom Asia R&D Group• February 2016 - December 2017
- Designing a comprehensive data engineering system based on machine learning algorithms. - Collect and document necessary requirements from customers through multiple consulting sessions. - Perform feasibility study of new projects through research and technical evaluation of customers' needs. - Provide feedback to customers in order to rationalize expectations. - Provide technical report to the manager on a regular basis. - Assess new pieces of hardware with regards to compatibility with the current software. - Test and troubleshoot system before final release of the product.
Education
École Polytechnique de Montréal, Université de Montréal
Electrical Engineering & Computer Science, PhD• September 2021 - Present
Queensland University of Technology, Brisbane
Electrical Engineering & Computer Science, ME• February 2015 - December 2015
K. N. Toosi University of Technology
Electrical Engineering, BS• September 2009 - September 2014