Hi!
I'm Amir Masoud Sefidian

Data Scientist, Researcher, Software Developer

W
elcome. I started programming as a C programmer for microcontrollers when I was 14. After four years of programming for high school’s robotics team, I was motivated to pursue computer science field. I received my Bachelor’s degree in Computer Engineering from Shahid Rajaee University (Tehran, Iran) in 2015. I straightly admitted to M.Sc. program as a talented student. I successfully completed my Master's degree in Computer Science in 2017 from Shahid Rajaee University where I worked on Machine Learning and Data Mining algorithms especially focused on data preprocessing and missing values imputation techniques. Currently, I am a researcher and Python developer in the fields of Machine Learning, Deep Learning, and Data Science.

Education

  • 2015-2017M.Sc. in Computer Engineering

    • Shahid Rajaee University, Tehran, Iran
    • GPA: 4.0/4.0 (Ranked 1 st in the class)
    • Research Area:
      • Data Mining
      • Machine Learning
      • Data Preprocessing
  • 2011-2015B.Sc. in Computer Engineering

    • Shahid Rajaee University, Tehran, Iran
    • GPA: 3.96/4.00 (Ranked 1 st in the class)
    • Being exempted from M.Sc. program entrance exam as an Exceptional Talented Student
  • 2007-2011High School Diploma in Mathematics & Physics

    • Kosaran High School, Tehran, Iran
    • GPA: 19.75/20 (Ranked 1 st in the class)

Publications

Skill & Experience



Programming Languages

Proficient in:
  • PYTHON:
    • Machine Learning
    • Data Science
    • Deep Learning
    • Web
Familiar with:
  • C/C++
  • Java
  • Matlab
  • PHP
  • WebDev Stack (HTML, JavaScript, CSS)

Databases

  • MySQL
  • MongoDB
  • Elasticserach
  • PostgereSQL
  • SQL Server
  • SQLite

Other Tools & Technologies

  • Docker
  • gRPC and Protocol Buffers
  • Microserivces & MVC Architectures
  • Subversion Control Tools: Git and SVN
  • PHP based Content Management Systems (CMS)
  • Weka
  • Linux & Windows
  • LATEX typesetting language
  • AVR microcontrollers
  • Raspberry Pi

Projects

  • 2019, Developing data analysis and machine learning services in order to analyze organizational time series data based on microservices architecture using Python, gRPC, Protobuff, and Docker.
  • 2018, Designing and implementing a web-based appointment scheduling, accounting, and management system for Farzandane Bartar Consultation Institute using Django, MySQL, HTML, CSS, and JavaScript.
  • 2016, Designing and developing a novel missing data imputation framework using Self-Organizing Map (SOM) neural networks and Weighted K Nearest Neighbors technique using Python.
  • 2016, Designing and implementing different semantic web layers for a transport application using XML, XQuery, XSD, XSLT, and Web Ontology Language (OWL).
  • 2015, Designing and implementing a simple word segmentation algorithm for Persian text images using morphological operations in Matlab.
  • 2014, Developing first carpooling website in Iran (4paaye.ir) (Winner website of 8 th Iranian Web and Mobile Festival (IWMF)).
  • 2013, PHP back-End developer of Mehreab Magazine website.

Teaching/Research/Professional Experience

  • Researcher, Computer Science R&D Laboratory, Faculty of Computer Engineering, Shahid Rajaee University.
  • Reviewer, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS).
  • Private Tutor, Teaching Python, Machine Learning, and Data Mining.
  • Teaching Assistant , ”Data Mining”, Faculty of Computer Engineering, Shahid Rajaee University, Instructor: Dr. N. Daneshpour.
  • Teaching Assistant , ”Decision Support Systems”, Faculty of Computer Engineering, Shahid Rajaee University, Instructor: Dr. N. Daneshpour.
  • Teaching Assistant , ”Database”, Faculty of Computer Engineering, Shahid Rajaee University, Instructor: Dr. N. Daneshpour.

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