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Work Experiences
Rahkar Sanat Co, 2022-Now
Full Time
Collaborated as a Data Scientist to the team for design and developing AI products and projects. Meanwhile, during the moments that AI projects weren't the main focus of the team, I contributed as a Back-End developer. As a brief review of my work is listed below (link):
Data Science Part:
- Implementing classification of drowsiness for drivers using Zero-shot learning in Keras and Tensorflow.
- Training and Fine-tuning Stable-Diffusion model on rahkarsanat private data for advertising purposes.
Backend Part:
- Developing financial micro-services using Nestjs framework.
- Developing Terabar, a web-application to establish communication between drivers and cargo owners and solving their logistic problems.
- Maintaining Kiz-platform, a software as a service (SaaS) for delivering basic and the most needed features to young startups.
SERAZ Company, 2020-2022
Part Time
Collaborated as researcher and python developer for developing the basic functionalities of software to find interactions between gut bacteria and their total impact of them on human health in the Python programing language. My job can be explained briefly as below (link):
- Making an algorithm Metabolic-Bacterial network simulation.
- Developing a user interface for a Graph representation of a Metabolic network.
- Implementing a method to find the most effective metabolites and bacterias in different illnesses.
Kerman Regional Electrical Company (KREC), 2017-2018
Part Time
Collaborated as a teammate in a research group for developing a software based on deep learningto find electrical faults in electrical towers using images taken by drones. Different collaborationswere made which they are mentioned as below:
- Trained and fine-tuned Microsoft Resnet for electrical towers database.
- Worked as the Second Drone Pilot in our team. In the absence of the Main Drone Pilot, wasresponsible for taking pictures of electrical towers and expanding the database.
- Designed user interface (UI) and user experience (UX) for the final software. This softwarewas able to run on any operating system and any device, such as Android Phones, Tablets, PC, Mac, and Linux computers.
- Labeled images existed in the electrical towers database to define possible faults to deep neural networks.
Golgohar Mining and Industrial Company, 4th Golgohar Mining Pit, 2016-2017
Part Time
Collaborated As a teammate in this project where the main purpose was to create a Matlab toolbox to enhance the images from mining pit surfaces taken by drones and satellites and extract useful information out of them:
- Developed an algorithm to reduce the effect of cloud shadow from images taken by drones.
- Developed a method to find mining pit edges from a 3D models created by photogrammetry
- Proposed and implemented a method to reduce noise in 3D models
- Introduced a new way to enhance the spatial resolution Hyperspectral images taken by satellites.
Shahid Bahonar University of Kerman, Teaching Experiences, 2017-2019
Part Time
- Teaching Assistant, Electronics2 Lab., Instructor: Dr. Azam Karami, Spring 2017- Fall 2018
- Developed Electronics2 lab. instructions for Optics and Laser Engineering students, Fall 2017 - Teaching Assistant, Optical Design, Instructor: Dr. HamidReza Mashayekhi, Spring 2018
- Educational Seminar, Working with Zemax Software, Dr. HamidReza Mashayekhi, Spring 2019
Publications
Eskandari, A., and Karami, A., 2017, October. “The effect of denoising on superresolution of hyperspectral imaging”. In Image and Signal Processing for Remote Sensing XXIII (Vol. 10427, p. 1042708). International Society for Optics and Photonics
Eskandari, A., and Karami, A., 2017, May. “Cloud Shadow Removal from Aerial Images”. In 4th National Open Mining Conference . Kerman, Iran.
Eskandari, A., Karami, A., and Adibi, S.A., 2016, October. “Introduction of separation boundary in sub-pixel mapping based on attraction model”. In Hyperspectral Imaging and Application Conference 2016 (HIS 2016) . Coventry, UK.
Education
Kerman Graduate University of Technology, Kerman, Iran
M.Sc. Student of Electronics/Telecommunication Photonics
September 2016 – August 2020
Thesis: “An Optimum Isopropanol Optical Fiber Temperature Sensor using Deep Learning.”
Advisor: Dr. Mehdi Tajaldini
Shahid Bahonar University of Kerman, Kerman, Iran
B.Sc. Student of Optics and Laser Engineering
September 2012 – August 2016
Project Title: “Simulation of a Distant Lamp Light Diffraction after Passing Through a Lace.”
Advisor: Dr. Hamidreza Mashayekhi
Photo Gallery
Certificates
Iranian Drone Piloting Certificate
Brain Mapping Techniques Seminar
Personality
According to GOOD&CO
Armin is an open-minded, free-thinking, and individualistic person that has a creative streak and a love of novelty. They have a huge bucket list and the energy to get through it!
Armin is an energetic and enthusiastic multi-tasker who is able to take an innovative but organized approach to synthesizing across erspectives on an idea or situation