AREAS OF EXPERTISE:
- Data Analysis and Statistical Modelling
- Machine Learning Techniques
- Simulation Techniques
- Forecasting & Mathematical Models
- Application and Database Development
- Project Planning & Management Standard (PMBOK)

Experience

  • Research Visitor

    at KTH Royal Institute of Technology

    February 2019 - at Present

    Stockholm

    • Developing a framework to model smart electrical systems. This model can be used for strategic decision-making in different market levels, e.g. bidding, pricing and dispatching based on different demand side management policies. • Using machine learning techniques, optimization algorithms and statistical models to develop this framework • Tavassoli Z., Iranmanesh S.H., Ghaderi S.F., Hilber Patrik “A Self-Partitioning Local Neuro Fuzzy Model for Short-Term Load Forecasting in Smart Grids”, The International Journal of Energy, (under review).

  • Data Analyst/Modeler, Project Planner and Controller

    at GozarRah Consulting Engineers

    February 2014 - February 2019

    Ostān-e Tehrān

    • Coding and modelling for “Comprehensive Transportation Planning of Qom” • Data analysis of staff working hours recorded in different projects to predict the required budget in each project. • Operation and maintenance of an office automation system • Project planning and controlling for more than 25 construction projects (Airports and roads) according to project management knowledge areas (PMBOK)

  • Data Scientist

    at University of Tehran

    February 2016 - July 2017

    Ostān-e Tehrān

    • Establishing a methodology for ongoing measurement and monitoring of the performance of Parand combined-cycle power according to the available historical data: The application of statistical methods and forecasting techniques.

  • Teaching Assistant

    at University of Tehran

    February 2016 - July 2017

    Ostān-e Tehrān

    • Postgrad and undergrad courses: Econometrics and Advanced Microeconomics, Forecasting and time-series analysis.

  • Senior Data Analyst and modeller

    at Mashhad Municipality

    May 2014 - December 2014

    Ostān-e Khorāsān-e Raẕavī

    • Developing a framework to assess the tourism supply chain o Identifying the supply chain structure and appropriate performance measurements o Designing a database for the periodic evaluation of the whole system

  • Data analyst, Project Controller

    at GozarRah Consulting Engineers

    March 2006 - January 2014

    Ostān-e Tehrān

    • Developing a method to find missing or incorrect data and improving the data accuracy • Data analysis on car parking historical statistics according to different car parking systems • Implementation and maintenance of an office automation system • Monitor and control project work, perform quality Control, monitor and control risks for more than 10 projects • Feasibility studies and other practical reports • Implementing quality management system (ISO 9001)

  • System Analyst, Application and database Developer

    at Padideh Pardaz IT Co.

    October 2004 - March 2006

    Ostān-e Tehrān

    • Developing application softwares (hospital automation system, E-Insurance), • Data analysis and designing the database

Education

  • Industrial Engineering- PhD

    at University of Tehran

    2015 - at Present (5 years) Ostān-e Tehrān

  • Machine Learning A-Z™: Hands-On Python & R In Data Science

    at Udemy

    2019 - 2019 (1 year)

  • Industrial Engineering-M.Sc.

    at University of Tehran

    2007 - 2009 (2 years) Ostān-e Tehrān

  • Computer Science- B.Sc.

    at University of Tehran

    2000 - 2004 (4 years) Ostān-e Tehrān

Languages

  • English Negotiation

  • Persian Native

  • French Elementary

Hives