Reza Mirabizadeh
Data Scientist | Machine Learning Engineer-| - | live:5e650419d926bd5f | Isfahan, Iran |
https://www.linkedin.com/in/mirabizadeh/ | https://github.com/remirab
Professional summary
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Data Scientist & Machine learning Engineer by practice. Researcher in human-centered AI
B.A.Sc. in Mathematics and a M.Eng in Computer Science Software Engineering. Focused on applications of
machine learning, deep learning, and data science systems.
Skills
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Python, 4 years
Jupyter, 3 years
Machine Learning, 4 years
Data Science, 4 years
GCP, 1 year
TensorFlow/Keras, 2 years
NumPy/Pandas, 4 years
Scikit-Learn, 4 years
Flask, 3 years
Elasticsearch, 2 years
Kibana, 2 years
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MongoDB, 1 year
Redis, 3 years
PostgreSQL, 3 years
SQL Server, 3 years
Docker, 3 years
Git, 4 years
NginX, 1 years
Celery, 1 years
Gunicorn, 3 years
Selenium, 1 year
Agile/Scrum, 3 years
Work history
Machine Learning Engineer | Backend Developer, Nanocorp AG, Zurich, Switzerland, Feb 2021 – Oct 2021
Project description: Online advertising, artificial intelligence, and machine learning
Responsibilities
· Build, deployed, and maintained microservice architecture of machine learning services
· Designed and developed machine learning systems and models
· Maintained machine learning infrastructure and tooling
· Developed automatic budget management microservice for multi-attribution Ad campaigns powered by
reinforcement learning which handled 1 million user queries per day
Technologies: Python, TensorFlow, Jupyter, MongoDB, PostgreSQL, Redis, Docker, Git, Jira
Data Scientist | Machine Learning Engineer, Virtux BV, Veldhoven, Netherlands, Oct 2018 – Feb 2021
Project description: Technology, advertising, performance marketing, push notifications, media buy & sell
Responsibilities
· Modeled, developed and designed machine learning services
· Designed data modeling processes to create algorithms and predictive models, performed custom analysis
· Initial data investigation and exploratory data analysis
· Developed fraud detection service based-on online user behaviors powered by unsupervised learning which
served at least 1 million user queries per day
Technologies: Python, TensorFlow, Jupyter, Elasticsearch, Kibana, Redis, MySQL, Docker, Jira, Bitbucket
Head of Technical Support, Amn Afzar Sepahan, Isfahan, Iran, Dec 2016 – Oct 2018
Project description: Anti-Malware, Antivirus, Security as a Service, Behavior Based Malware Blocking
· Directed the implementation of standards, systems, new principles of customer satisfaction & customer
complaints which led to the ISO 10004:2012 & 10002:2014 certification from UK Nobel Cert
· Formulated policies and solutions for achieving satisfaction and handling customer complaints based on
new methods and practices.
· Increased customer satisfaction from 70% to 95% in one year of taking the responsibility
· Managed ITIL v3 implementation
Technologies: Windows Server, Linux Server, VMWare ESX, Solar Winds, Red Gate, MS SQL Server
Head of Technical Support, SETIRAN, Isfahan, Iran, Jun 2014 – Dec 2016
Project description: CiRM, Software as a Service, Telecommunication Systems
· Managed project’s HW & SW installation, deployment and system delivery process
· Implemented data architecture design and pipelines
· Database administration
· Directed network security and infrastructure tooling
Technologies: Jira, Windows Server, VMWare ESX, Solar Winds, Red Gate, MS SQL Server, PostgreSQL
Education
(M.Eng), (Computer Science Software Engineering). Islamic Azad University of Najafabad, Najafabad, Sep, 2019
(B.A.Sc), (Applied Mathematics). Islamic Azad University of Isfahan, Isfahan, Dec, 2011
Courses and Certifications
· Convolutional Neural Networks, 2020
· Structuring Machine Learning Projects, 2020
· Neural Networks and Deep Learning, 2020
· Deep Learning with TensorFlow, 2019
· Cloud Computing, 2018
· Artificial Intelligence, 2018
· Distributed Operating Systems, 2018
· Software Engineering, 2016
· Advanced Databases, 2016
· Data Store & Retrieve, 2010
· Time Series Analysis, 2010
· Linear Algebra,2010
· Operations Research, 2009
· Discrete Mathematics, 2008
· Statistics, 2008
· Probability, 2008
· Calculus, 2008
· Data Structures, 2007
