mohammad gharachorloo

@mhmd_ghrch

Software Product Developer at Kavoshcom

Badges

Problem Solving
Python

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

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