Saber MalekzadeH

Master of Computer Science, Artificial Intelligence

The Creator of Solmaz, The First Multi-Task Artist Artificial Intelligence


Education:

M.Sc. Computer Science (Artificial Intelligence)

Valiasr University, Iran, 2015-2018

Proposal Title: “Persian Phoneme Based Speech Recognition”

Supervisor: Dr. Mohammad Hossein Gholizadeh

Advisor: Dr.Seyed Naser Razavi

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B.Sc. Computer Science

University of Tabriz, Iran, 2010-2015

Final dissertation: “Design and Implementation of Self-defense process tool”

Supervisor: Dr. Jaber Karimpour

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Courses in this link.


Research Interest:

Deep learning, Sound Processing, Image Processing, Natural Language Processing, Brain Computer Interaction, Reinforcement Learning


Publications:

Abstracts of publications in this link.

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[12] Article “Human Face Painting Generator with DCGAN” (Preparing to Submit)

[11] Article “Iranian Traditional Music Generation with ACGAN” (Submitted to the "27th Iranian Conference on Electrical Engineering (ICEE 2019)")

[10] Article “Iranian Traditional Music Classification with Shahlanet” (Submitted to the "27th Iranian Conference on Electrical Engineering (ICEE 2019)")

[9] Article “Segmentation of Colon Cancer in Colonoscopy Images with CNN Autoencoders” (Submitted to the "27th Iranian Conference on Electrical Engineering (ICEE 2019)")

[8] Article “Persian phonemes recognition using PPNet” (Submitted to the journal of "Signal, Image and Video Processing (SIVP)" - [EMID:0ea11c387bec384b])

[7] Article “Web-pages Semi-Supervised online clustering using deep GRU neural networks” (Preparing to submit)

[6] Article “Recognition of negative or positive and sexuality patterns in text using deep GRU neural networks” (Preparing to submit)

[5] Article “Persian vowel phoneme recognition with MFCC and ANN on PCVC speech dataset” Accepted in “The 5th International Conference of Electrical Engineering, Computer Science and Information Technology 2018”. (Download)

[4] Article “Application of image processing in the optical method, moiré deflectometry for investigating the optical properties of zinc oxide nanoparticle” (Submitted  to the journal of "Optics and Lasers in Engineering")

[3] Article “Fuzzy Controller of Reward of Reinforcement Learning in Digit Recognition” accepted in “The third international conference of applied researches in Computer Science and Information Technology 2016” and indexed in Civilica and ISC (In Persian) (Certificate(Civilica Webpage) (Download)

[2] Article “A fast and secure transition method by combination of AES and LZ4 algorithms” accepted in “The third international conference of applied researches in Computer Science and Information Technology 2016” and indexed in Civilica and ISC (In Persian) (Certificate(Civilica Webpage). (Download)

[1] B.S thesis entitled “Design and implementing of process self-protection tool” 2014. (In Persian) (Download)


Datasets:

[4] Dataset "Iranian Traditional Music with 'Dastgah' and 'Avaz' Level labels" 

[3] Dataset "Colon Cancer in Colonoscopy Images Segmentation"

[2] Dataset “Persian Consonant Vowel Combination (PCVC)” (Information in Wikipedia Page)

[1] Dataset "Persian Separated Letters Images" (Kaggle page)


Teaching Experiences:

- Deep Learning - Free course - Master - 2018 - Homam_Tabrizi Institute (Registration Link)

- Special Topics in Artificial Intelligence - Master of Artificial Intelligent - Invited Lecturer - 2018 - University of Tabriz

- Digital Image Processing - Master of Communication Engineering - TA - 2016 - Valiasr University

- Data structures - Bachelor of Computer Science - TA - 2016 - Valiasr University

- Algorithm Designing - Bachelor of Computer Science - TA - 2016 - Valiasr University

- Algorithm Designing - Bachelor of Computer Engineering - TA - 2013 - University of Tabriz 


Workshops Certificates:

- Presenting "Colon Cancer Segmentation with Deep Learning" project in "Biomedical engineering Idea Board" of "Tabriz Rinotex 2018". (Presentation Image)

- Presenting Solmaz in "Tabriz Rinotex 2018" Exhibition (Attendance Card)

- Presentation of "AI, The 4th Industrial Revolution" in "Tabriz Open Talks" (Report and Photos)(Photo)

- Attendance in "Silk-road Startup" event (Attendance Card)

- Attendance in "Blockchain business" event (Attendance Card)

- Holding and Presenting "Analysis of Spiking Data" Workshop (Poster)

- Attendance in "Analysis of Spiking Data (Computational Neuroscience)" Workshop of Albert Ludwigs University of Freiburg. (Certificate)


Patents and Scientific Competitions:

- Chosen as Top programmer of Programming Contest of Vali-e-asr University, Tabriz University, Shabestar branch of Islamic Azad University

Chosen as top patent in 9th and 10th Khwarizmi patent festival, Kuhsaran patent festival of National Elites Foundation

- Patent as “Anti-earthquake and anti-impact flexible structures” Registered in Iran patent Registration organization #49623


Skills:

Programming languages:

Programming languages

Professional working proficiency

Good working proficiency

Elementary proficiency

Python

 

 

Matlab

 

 

C++

 

 

C#

 

 

Java

 

 

Android

 

 

PHP

 

 

JavaScript

 

 

 - Professional working proficiency in graphic design and video clip making.


Natural Languages:

Natural languages

Native

Advanced working proficiency

Elementary proficiency

Turkish

 

 

Persian

 

 

English

 

 

Arabic

 

 

Kurdish

 

 

 


Selected Projects:

In Collaboration Houshmandyar Software-group(Preparing to submit):

- Implementation of Human Face Painting Generator with DCGAN

In Collaboration Houshmandyar Software-group(Submitted):

- Implementation of Iranian Traditional Music Generator with ACGAN

In Collaboration with Khajeh Nasir Technical University(Submitted):

- Implementation of Recognizer of Dastgah Iranian Traditional Music with CNN

In Collaboration with Isfahan University (Submitted):

- Implementation of Segmentation of Colon Cancer in Colonoscopy Images

In Collaboration with Islamic Azad University, Rafsanjan branch (not published):

- Implementation of Recognizer of all kinds of Persian vowels

In Collaboration with Nabiyye Akram University of Tabriz (preparing to submit):

Detection of subject patterns in web-based texts dynamically (Online) using GRU deep neural networks

In Collaboration with Islamic Azad University, Qazvin branch (preparing to submit):

- Detection of negative or positive patterns in text wrote by men and women using GRU deep neural networks

In Collaboration with Quchan University of Advanced Technologies Engineering (not published):

- Implementation of an Object Localization System based on Image processing (Matlab)

In Collaboration with Zarand Higher Education Complex (not published):

- Implementation of detection of mood in brain EEG signals with SVM and ANN (Matlab)

In Collaboration with IT Lab of Sajjad University (not published):

- Implementation of detection of DDOS attack with Artificial Neural Networks (Matlab)

In Collaboration with Composite Lab of Vali-e-asr University (not published):

- Implementation of Composite resistance with Image processing (Matlab)

In Collaboration with AI Lab of Vali-e-asr University (not published):

- Implementation of detection of weed intensity in agricultural land (Matlab)

In Collaboration with Laser Lab of Vali-e-asr University (sumbited):

- Implementation of measuring the laser change in the passage of materials (Matlab)

In Collaboration with Alomina Healthcare Department:

                                - Design and Implementing of Intelligent Real-time question answering system (Python)

- Implementation of Big-data transferring Web-API (Python)


Work Experiences:

-          CTO and AI researcher in Alomina Healthcare Department

-          Technician in Computer Emergency of Tabriz

-          Software Manager in Aslani Mobile Shop

-          CTO in Rayan Fartak Azar Tabriz


Contact me:

EMail: 0smalek0[at]gmail.com

Phone: +98-9142232172



Saber MalekzadeH