Amir Rastar

Senior Data Scientist at Enzen Australia
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Contact Information
us****@****om
(386) 825-5501
Location
Redland Bay, Queensland, Australia, AU
Languages
  • English Professional working proficiency
  • Persian Native or bilingual proficiency

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Credentials

  • Applied Data Science with Python Specialization
    Coursera
    Oct, 2018
    - Nov, 2024
  • Machine Learning
    Dataquest.io
    Oct, 2018
    - Nov, 2024
  • SQL AND DATABASES: ADVANCED
    Dataquest.io
    Oct, 2018
    - Nov, 2024
  • First Aid Level 1
    St John New Zealand
    Jul, 2016
    - Nov, 2024
  • Asthma Basics
    American Lung Association
    Apr, 2016
    - Nov, 2024
  • Computational neuroscience
    Coursera
    Jul, 2015
    - Nov, 2024
  • MCITP
    Microsoft
    Jul, 2010
    - Nov, 2024
  • MCTS
    Microsoft
    Jul, 2010
    - Nov, 2024
  • MCTS: Windows Server 2008 Active Directory, Configuration
    Microsoft
    Jul, 2010
    - Nov, 2024
  • AWS machine learning specialty
    Amazon Web Services (AWS)
    Dec, 2021
    - Nov, 2024

Experience

  • Enzen Australia
    • Australia
    • Utilities
    • 1 - 100 Employee
    • Senior Data Scientist
      • Aug 2022 - Present

      Point cloud processing, Geospatial image processing and modelling, Python, Julia, Google Cloud Platform, Cloud Run, Compute Engine. Point cloud processing, Geospatial image processing and modelling, Python, Julia, Google Cloud Platform, Cloud Run, Compute Engine.

  • Flight Centre Travel Group
    • Australia
    • Travel Arrangements
    • 700 & Above Employee
    • Senior Data Scientist
      • Jun 2022 - Aug 2022

      Modelling dynamic pricing, consultant churn, etc. Microsoft Azure, Databricks, MLflow, Python, NLP. Modelling dynamic pricing, consultant churn, etc. Microsoft Azure, Databricks, MLflow, Python, NLP.

  • Fugro
    • Civil Engineering
    • 700 & Above Employee
    • Senior Data Scientist
      • Oct 2021 - May 2022

      Typescript, Julia, Python, Point cloud classification, AWS SageMaker deployment and model training, AWS CDK and cloud infrastructure, Lambda, S3, CloudFormation. CD/CI, GitHub actions. Mentorship and supervision.

    • Data Scientist
      • Feb 2020 - Oct 2021

      Working on machine vision and image processing. Geo-referencing and mosaicing of underwater pipeline imagery. Running deep learning and machine learning models for sonar based point cloud classification. Also working as agile scrum master.

  • Aeroqual
    • New Zealand
    • Environmental Services
    • 1 - 100 Employee
    • Data Scientist
      • Jul 2019 - Dec 2019

      Air quality sensor data analysis and modelling. Air quality sensor data analysis and modelling.

  • Chelmer
    • New Zealand
    • Financial Services
    • 1 - 100 Employee
    • Data Scientist
      • Nov 2018 - Jul 2019

      Time Series Analysis, ARIMA Market Basket Analysis, Associate rule mining, Predictive modelling, Machine learning, Artificial Intelligence Time Series Analysis, ARIMA Market Basket Analysis, Associate rule mining, Predictive modelling, Machine learning, Artificial Intelligence

  • The University of Auckland
    • New Zealand
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Apr 2018 - Dec 2018

      Modelling lung geometries,Medical image processing

    • Teaching Assistant
      • Jul 2016 - Oct 2018

      Teaching MATLAB and C.

  • UniServices
    • New Zealand
    • Research
    • 100 - 200 Employee
    • Researcher
      • Nov 2016 - Mar 2018

      Hyperspectral imaging, Spectral estimation, PCA, Machine Learning Image processing Hyperspectral imaging, Spectral estimation, PCA, Machine Learning Image processing

  • Parenting Place
    • New Zealand
    • Individual and Family Services
    • 1 - 100 Employee
    • Casual Salesforce Developer
      • Feb 2017 - Mar 2017

  • LavaBox
    • New Zealand
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Contract Web Developer
      • Dec 2016 - Dec 2016

      Developed JavaScript and CSS. Developed JavaScript and CSS.

  • Auckland City Hospital
    • United States
    • Biotechnology Research
    • 200 - 300 Employee
    • Engineers in clinical residence
      • Aug 2016 - Aug 2016

      One week clinical residence program. One week clinical residence program.

  • The University of Auckland
    • New Zealand
    • Higher Education
    • 700 & Above Employee
    • Graduate Teaching Assistant
      • Mar 2015 - Nov 2015

      Lab demonstration Lab demonstration

  • Topup.ir
    • CEO
      • Jul 2009 - Sep 2014

      Software, hardware and computer networks implementation and maintenance. Software, hardware and computer networks implementation and maintenance.

  • Islamic Azad University, Qaemshahr branch
    • Assistant Professor
      • Sep 2006 - Sep 2014

      Faculty member, leading research in fiber chemistry, textile finishing, polymer science, and, teaching computer programming and color science. Preparing lab materials and chemistry lab management. Material testing and analysis. Faculty member, leading research in fiber chemistry, textile finishing, polymer science, and, teaching computer programming and color science. Preparing lab materials and chemistry lab management. Material testing and analysis.

  • Babol Carpet Industries
    • Quality Control Manager
      • Jun 2006 - Aug 2006

      Quality control and assurance, Lab manager and R&D. Quality control and assurance, Lab manager and R&D.

Education

  • University of Auckland
    Doctor of Philosophy (Ph.D.), Bioengineering and Biomedical Engineering
    2015 - 2018
  • University of Auckland
    Doctor of Philosophy (Ph.D.), Vision Science/Physiological Optics
    2014 - 2015
  • Islamic Azad University
    Doctor of Philosophy (PhD), Textile Sciences and Engineering
    2007 - 2011
  • Amirkabir University of Technology - Tehran Polytechnic
    Master’s Degree, Textile Sciences and Engineering, Color science
    2001 - 2003
  • Isfahan University of Technology
    Bachelor's degree, Textile Sciences and Engineering
    1998 - 2001

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