Experience

Zebracat AI

• Germany
• Marketing Services
• 1 - 100 Employee

• Computer Vision Engineer

  • Feb 2023 - Present



Ariyadis

• Iran
• Software Development
• 1 - 100 Employee

• Senior AI Deveoper & Data Engineer

  • Jan 2022 - Feb 2023

  Ariyadis is an Iranian company that carries out large pickup & delivery projects for big companies, such as Irancell, the biggest telecommunication company in Iran. Projects: Developed the geocoding and reverse geocoding services over Iranian data taken from Open Street Map using python, Multi-processing, and Elasticsearch. Elasticsearch is used as the project's database and for full-text search. We also developed a NER model for parsing the input addresses to make the process of searching more precise. We are working on a service to provide optimal solutions for routing and pickup & delivery problems for our drivers who carry cargoes and objects. We plan to propose DRL and Evolutionary solutions. We developed a service for extracting essential information from identity cards clients present to authenticate while registering for services provided by different companies. To accomplish it, we used python/flask, image-classification for detecting card-type and card deskew degree, object detection for extracting cards and their essential information, and OCR(crnn) for converting images to texts. We developed a speech-to-text (ASR) service using Wav2vec2 and fastapi. We gathered hundreds of hours of speech labeled for this project. Still under development. This project is part of the leading project called the Interactive voice response project. Considering the variety of projects we have to deal with, we are developing a labeling system, so users would be able to modify the labels, upvote, or downvote them. Show less



AIMedic

• Iran
• IT Services and IT Consulting
• 1 - 100 Employee

• AI Specialist & MLOps Engineer

  • Aug 2021 - Jan 2022

  AIMedic is an Iranian company that delivers AI-based medical solutions for various applications, including skin cancer, Corona Virus, Brain Stroke, etc. I personally was the head of the skin cancer detection section, in which we utilized cutting-edge classification and segmentation methods for determining Melanoma lesions from normal ones and extracting the lesions pixels from dermoscopy images, respectively. I also was responsible for implementing MLOps methods for deploying, maintaining, monitoring, and automating different sections of deep-learning procedures. Show less



Symo

• Iran
• Software Development
• 1 - 100 Employee

• Senior AI Developer

  • Oct 2020 - May 2021

  Symo is an Iranian startup that presents an engine for visual search for fashion clothes. Dataset gathering using crawlers Object detection and segmentation for getting exact images Feature embedding extractor Symo is an Iranian startup that presents an engine for visual search for fashion clothes. Dataset gathering using crawlers Object detection and segmentation for getting exact images Feature embedding extractor



BAHARAN

• Iran
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior AI Developer

  • Feb 2020 - Apr 2021

  Research and development of different artificial intelligence models for variant projects. 1- I was responsible for developing Sentiment Analysis and Named Entity Recognition modules in the Persian language. 2- I was responsible for developing Face Detection and Recognition models for an attendance project. 3- I was responsible for developing a license plate detection model for the Iranian license plates. 4- I was responsible for developing a full-featured AI library regarding face recognition, object detection, and text recognition using Tensorflow, Pytorch, and Keras 5- I was responsible for developing a highly scalable microservice platform to orchestrate face recognition & plate detection using Kafka, Docker, Minio, and Redis. Show less



K. N. Toosi University of Technology

• Iran
• Higher Education
• 700 & Above Employee

• Workshop Instructor

  • Mar 2021 - Mar 2021

  I presented a brief history of NLP and CNN models. I talked about transformers, Bert, different convolutional architectures, object detection, and segmentation models. I presented a brief history of NLP and CNN models. I talked about transformers, Bert, different convolutional architectures, object detection, and segmentation models.



ACM, Association for Computing Machinery

• United States
• Non-profit Organizations
• 400 - 500 Employee

• Course Instructor

  • Oct 2019 - Dec 2019

• Course Instructor

  • Aug 2019 - Sep 2019

  I presented two successive deep-learning courses, namely, Deep Learning Fundamentals and Advanced Deep Learning at Khajeh Nasir University. The courses were comprised of the following topics: Logistic Regression, Fully connected neural networks, Metrics TensorFlow/Keras CNN, ResNet, UNet RNN, GRU, LSTM Auto-Encoder & GANs Deep Reinforcement Learning & DQN & A3C

• Course Instructor

  • Jun 2019 - Jul 2019



Freelance

• Tehran, Tehran, Iran

• Python Developer

  • Nov 2018 - Nov 2019

  Developed a desktop application for Stock Information Visualization, Storage & Strategy Tester for high-volume processes using Python (Multi-Processing, PyQT5), MySQL & Evolutionary Algorithms for testing different strategy methods and finding the best optimal solutions Developed a Stock Information Crawler using Python(Multi-Threading & Beautiful Soup). Using the above-mentioned techniques I created a crawler to get and save a huge amount of data in the MySQL database. Developed a desktop application for Stock Information Visualization, Storage & Strategy Tester for high-volume processes using Python (Multi-Processing, PyQT5), MySQL & Evolutionary Algorithms for testing different strategy methods and finding the best optimal solutions Developed a Stock Information Crawler using Python(Multi-Threading & Beautiful Soup). Using the above-mentioned techniques I created a crawler to get and save a huge amount of data in the MySQL database.



Freelance

• Tehran, Tehran, Iran

• Python Developer

  • Jun 2017 - Mar 2018

  Developed a desktop application for Stock Information Storage & Tester for high-volume processes using Python(Multi-Processing, PyQt5, Cython) & MySQL. Developed a desktop application for Stock Information Storage & Tester for high-volume processes using Python(Multi-Processing, PyQt5, Cython) & MySQL.