Arman Samimi:

Artificial Intelligence Engineer

E-mail:  samimi@hash-tech.co

 

MSc

Artificial Intelligence

Degree Name: Master's degree

BS

Software Engineering

Degree Name: Bachelor of Engineering

 
 

Educational History

 


Artificial Intelligence

  • Field Of Study:
    • Image Restoration with Light Field Technology by a hand-held camera
    Dates attended or expected graduation: 2013 – 2016

  • Research Interests:
    • Computational Photography
      - Light Field Technology
    • Image Processing
      - Video Stabilization
    • Neural Network
      - LSTM (Long-Short Term Memory Neural Network)
      - Deep Neural Network
      - RNN (Recurrent Neural Network)
    • Robotics & Computer Vision
    • Pattern Recognition
      - Semi Supervised Hierarchical Clustering
    • Genetic Algorithm
      - Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming

Computer Engineering - Software Engineering

  • Field Of Study:
    • Object Recognition in Images
    Dates attended or expected graduation 2008 – 2012
  • Membership of Iran's National Elites Foundation
  • Membership of Rouyan Robotic Team for 2 years (Islamic Azad
    • University - Tehran North Branch)
  • 4th Place in German Open International Robocup Competition 2011 with Rouyan Robotic Team
  • 4th Place in fifth Period of Iran Open International Robocup Competition 2010 with Rouyan Robotic Team
  • 4th Place in third Period of Khaarazmi Robotic Competition (= second Period of AmirKabir Technology University Robotic Competition) with Rouyan Robotic Team
  • 4th Place in ACM Programming Competition in Isfahan University of Technology (2014)
  • Member of ‘Robaatice Azad’ Team (3D football Simulation 2013)
  • Membership in Computer Scientific Association for 5 years (Islamic Azad University - Tehran North Branch)
  • Genetic Algorithm
    Parent Selection Pressure Auto-Tuning for Tournament Selection in Genetic Programming
  • Big Data
    Study of HADOOP & CouchDB toolbox with different data set
  • Expert System
    Advisor (Medical Advisor Project)
  • Neural Network
    LSTM Neural NetworkI studied LSTM (Long Short Term Memory) Nerual Network and Implemented it in MATLAB.
  • Pattern Recognition
    Semi Supervised Hierarchical ClusteringI studied Semi Supervised Hierarchical Clustering (Pattern Recognition) and then i Implemented this algorithm in MATLAB.
  • Decision Support System (DSS):
    DSS for Risk Management (Cross-Country petroleum pipeline project in India)
  • Big Data:
    - Survey and Framework - Efficient processing of keyword queries over graph databases for finding effective answers
  • Expert System:
    -Prospector (minerial expert system)
    -JESS (Java Expert System Shell)
  • Bachelor of Science Thesis:
    Study of Object Recognition Algorithms in images, (Dr. Behrooz Gholizadeh )
  • Master Thesis:
    Image Restoration with light field technology by a hand-held camera (Dr.mohamad ali Montazeri)
    Video Stabilization:
    Disparity Map Computation
  • ICEE 2017 – Iranian Conference on Electrical Engineering – Title: “Disparity Map Estimation with Light field technology by a Hand-held camera” , 2017
  • Patent in Iranian Office of Registry - ip.ssaa.ir - Title: “Disparity Map Estimation with Light field technology by a Hand-held camera” , 2017
 
 
 

Work / Skills

 

  • Advanced Google Analytics (2018)
  • Google Analytics for Beginners (2018)
  • MCITP (Ariana Institute) (2011-12)
  • Network+ (Technical Institute of Tehran) (=Mojtameh Fanni Tehran) (2009)
  • C++ course pass at Mehrpouyan Institute (2004)
  • VB.Net course pass at Mehrpouyan Institute (2005)
  • Cooperation as AI Specialist, with Hash-Tech Conmpany (2019-Present)
  • Cooperation as AI and SEO Specialist, web developer with Raymand company (www.dtr-co.com) (2018-2019)
  • Cooperation as SEO Specialist, IT-man and web developer with ASANTAK company (www.asantak.co) (2017-2018)
  • Cooperation as Web Developer and Software Analysis Manager with CPOL Company (“Pishroo andishe pardaze CPOL” www.cpol.co/) (2016-2017)
  • Programming with LABView Language in Tehran University Motor Laboratory (2009-2010)
  • 5 years’ experience in web developing – Free Lancer (2014-2018)
  • 5 years Cooperation as IT-man and web developer with few company (“Zarakhsh-niroo-pishroo”, “Sepanta-polymer-sharif”, “Mehrpadin”, “Vajar-pardaz” , “Bvar”) (2014-2017)
  • Deep Learning Programming:
    Python, Tensorflow, OpenCV, Keras, NumPy, SciPy, Annaconda
  • AI services Analyzing
  • Have Experience of working with MATLAB to implement AI concepts :
    Neural Network, Genetic Algorithm, Pattern Recognition
  • Image Processing:
    Ability to work with Image Processing Algorithms: Edge detection, Segmentation, etc.
  • Evolutionary Algorithms / Swarm Intelligence
    Genetic algorithm, Genetic programming, Evolutionary programming, Evolution strategy
    particle swarm optimization (PSO), Differential Evolution (DE), ant colony optimization (ACO),
  • Big Data:
    Familiar with Hadoop (Java-based programming framework that supports the processing of large data sets in a distributed computing environment)
    Familiar with SQL & JSON
  • Cloud Computing
    Familiar with Cloud Computing Concepts: Task Scheduling, Load Balancing, VM Migration, using CLOUDSIM in NetBeans
  • Web Skills:
    - Ability to Web designing and developing:
    Advanced: HTML, CSS & WordPress
    Intermediate: JQuery, Bootstrap
  • SEO Skills:
    - Google Consoles:
    Google analytics, Google Search Console, Google Tag Manager
    - SEO Optimization , YOAST, SEO Analyzing, …
  • Programming Language:
    Advance: Python, C, C++, Matlab, LABView
    Intermediate: Java, C# , Android Programming
    beginner: PHP
  • Data Base / Markup Language :
    Familiar with SQL, JSON, XML
  • Multimedia:
    Corel Video Studio software (a Video Editing software), Photoshop , CUBASE , GuitarPro, ProShow Gold , VirtualDJ , Camtasia, Subtitle Edit , FromatFactory & few Multimedia Convertor Software
  • Network:
    Windows Server 2008 R2, Active Directory, DHCP, DNS server, Cisco Packet Tracer
  • Engineering Software:
    Ability to work with VMWare, Code Vision, Enterprise Architect, SPSS , Proteus
  • OS:
    windows 7, windows 8, windows 10, Xp, windows Server 2008 R2, Linux Ubuntu, Android
  • Other software:
    Cisco Packet Tracer, Office Software, Active File Recovery , AnyDesk