Discipline Leader and Assistant Professor of Industrial Engineering Department at Islamic Azad University. My research interests includes:● Reinforcement learning● Machine learning● Simulation models● Optimization mathematical models and heuristic algorithms● Transportation network design● Logistic system analysis● Vehicle routing algorithms

BAHOO is a company that focuses on the developing intelligent solutions in the transportation and logistics industry based on AI algorithms. We are developing different solutions such as fleet management, fleet planning, fleet maintenance, pallet management and other AI-based products.

The goal of this project was recommending the best fare price for trucks that were candidate for transporting spare parts from one origin to multiple destinations. Some of my responsibilities in this project were as follows:• Developing and implementing a machine learning model for recommending the best fare price for trucks• Implementing Django for web application development, enabling a user-friendly interface for interaction with the predictive model.• Serving as a product owner, overseeing the project’s direction and ensuring alignment with stakeholders’ requirements and goalsSome of the main results of this project were as follows:• Generating daily fare price recommendations for more than 200 shipments, optimizing cost efficiency and resource utilization• Achieving a reduction of more than $50,000 during the first 6 months of the project implementation

The goal of this project was to develop an application for converting text addresses into geographical coordinates. I was responsible for developing a system and using different NLP (Natural Language Processing) techniques in this project. Some of my main responsibilities in this project were as follows:• Developing an application for converting text addresses into geographical coordinates using machine learning techniques• Implementing various NLP (Natural Language Processing) techniques to process and analyze input text addresses effectively• Designing and developing the system architecture to handle address parsing, feature extraction, and coordinate generation• Collaborating with a team to integrate the machine learning model into a user-friendly application interface• Conducting testing and validation to ensure the accuracy and reliability of the geographical coordination conversion system

The goal of this project was developing an application for PTE English exam test. My main roles in this project were as follows:• Serving as AI product Manager for the development of an application tailored for the PTE English Exam Test• Designing and developing a grammar evaluator module to assess grammar in English language skills• Implementing algorithms for calculating scores across various skills tested in the PTE English exam, such as speaking, writing, reading, and listening• Utilizing ChatGPT Language Model (LLM) for generating different prompts for explaining of answers, enhancing the learning experience for users• Collaborating with cross-functional teams including developers and designers to ensure product alignment with exam standards and user needs• Conducting usability testing and feedback analysis to improve the application’s functionality and user experience

The goal of this project was developing an application for fleet maintenance system. My roles in this project were as follows:• Analyzing the process flow of the fleet maintenance system to understand user requirements and operational needs• Designing a relational database schema to effectively store and manage data related to fleet assets, maintenance schedules, and service history• Collaborating with stakeholders and communication channel to ensure alignment between team, stakeholders, and users

The goal of this project was developing a software solution for generating distribution routes for available trucks in order to minimize total costs and integrating it with tracking data received by GPS modules. This project was launched in different industries including food and drugs. Some of my main roles in this project were as follows:• Implementing efficient routing algorithms, such as Clarke and Wright saving algorithm, Large Neighborhood Search (LNS) algorithm, K-opt, and other optimization techniques, to create the best routes for available trucks considering various operating constraints• Validating algorithms by comparing results from the developed algorithms and results obtained from mathematical models to ensure accuracy and efficiency• Serving as the product owner, leading the total team, including software development members, to ensure project alignment with goads, timelines, and stakeholders’ requirementsSome of the main results of implementing this project were as follows:• 15-20 percent total reduction in the distribution costs of companies• 10-15 reduction in the number of used fleets• Simultaneous execution of the algorithm for more than thirty centers in a company with more than five hundred fleets per center

The objective of this project was to design a production plant in the elevator door industry. Some of my primary responsibilities in this project were:• Designing an organizational chart, defining department responsibilities and authorities, and collaborating in employing required personnel and training them to ensure smooth operations.• Designing a storage system to control the flow of goods, including designing a coding system and planning warehouse layout for efficient storage and retrieval of materials.• Developing a material requirement planning system to optimize inventory levels and ensure timely availability of materials for production processes.• Computing standard times for manufacturing processes and balancing the production plant to enhance efficiency and productivity.• Designing production layout planning and material flow strategies to streamline manufacturing processes and improve workflow within the production plant.

I was system management department manager in this company which was food production company. Some of main duties of this department was as follows:• Analyzing and designing organizational chart• Defining responsibilities of departments• Defining key performance indicators of departments and monitoring them• Monitoring the information flow of the organization• Implementing quality management systems• Designing quality control plans• Designing and documenting organization’s procedures and instructions

I was quality management department manager in this company which was automobile parts production company. Some of main duties of this department was as follows:• Managing all complaints and dissatisfactions from customers Analyzing the available processes• Creating a customer complaints database and designing different reports for monitoring organization’s quality performance• Checking and finalizing parts technical documents and getting approval from customer• Deploying quality management system such as ISO/TS16949 and ISO 18001• Participating in implementing system and process quality audits, preparing audit reports and monitoring deviations• Preparing quality documents including procedures and instructions• Implementing different quality engineering tools such as SPC, MSA and COQ