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farzadasgari/README.md

Farzad Asgari

portfolio Google Scholar Badge ResearchGate Badge ORCID Badge linkedin Badge X Badge

Water & Hydraulic Engineer | Research Associate | Lecturer
Tehran, Iran


Research Interests

  • Remote Sensing, Signal Processing
  • Turbulent Flow, Hydraulics
  • Machine Learning, Deep Learning
  • Data-driven, Hybrid Modelling

Publications

See more on Google Scholar and ResearchGate.

Education

  • MSc in Civil Engineering, Water and Hydraulic Structures
    Kharazmi University of Tehran, 2021
    • Thesis: Investigation of Velocity Signal Filtering Methods for Turbulent Flow Rate Measurement using Acoustic Doppler Velocimeter (ADV)

Honors & Awards

  • Open-source developer of ProADV
  • Invited Reviewer, Environmental Modelling & Software (Elsevier)
  • Speaker & Workshop Leader: 1st National Conference on Hydrology & Water Resources of Iran
  • 5th place, American Concrete Institute (ACI) International Smart Concrete Competition

Teaching & Outreach

  • Lecturer at Iranian Hydraulic Association (Python Programming, Deep Learning, Origin Lab)
  • Lecturer at Shahid Beheshti University (Python Programming, Machine Learning, Deep Learning, Artificial Intelligence, Data Science, Django, AutoCAD, Photoshop, InDesign, Illustrator, WordPress)
  • Workshop Speaker: Data Mining in Water Resources Engineering

Skills

Programming Languages

  • Python, MATLAB, JavaScript, PHP, C#

Data Science & Machine Learning

  • Data Analysis, Statistical Modeling, Machine Learning Algorithms, Deep Learning, Predictive Modeling, Data Visualization, Natural Language Processing, Computer Vision, Hybrid Modelling

Web & Software Development

  • Full Stack Development: Django, Laravel, ASP.NET, Node.js ecosystem (Node.js, Next.js), React, Vue, Angular, Flask, WordPress
  • Frontend: HTML, CSS, Bootstrap, JQuery, SCSS, TailWind
  • Backend: Python, PHP, C#
  • APIs and RESTful Services

Databases

  • SQL Server, PostgreSQL, MongoDB, MySQL, SQLite

Tools & Platforms

  • TensorFlow, Keras, Google Earth Engine, OriginLab, AutoCAD, Abaqus, Qt, Power BI, SNAP
  • Git, GitHub, Linux, Docker

Signal Processing

  • Time-Series Analysis, Kernel Density Estimation, Poincaré Map, Filtering Algorithms, ADV Data Analysis

Graphics & Video Editing

  • Photoshop, Illustrator, InDesign, DaVinci Resolve

Contact & Links


Pinned Loading

  1. proadv proadv Public

    ProADV is a Python package designed for efficient processing and analysis of acoustic Doppler velocimeter (ADV) data. It offers advanced cleaning algorithms for robust despiking and noise removal, …

    Python 19 9

  2. webadv webadv Public

    A work-in-progress web application for ProADV. This project aims to revive the ProADV website, providing a user-friendly interface for the Python package that processes and analyzes acoustic Dopple…

    TypeScript 8

  3. prode prode Public template

    A React template for task management dashboards. Features a responsive sidebar, breadcrumbs, and task pages. Built with Tailwind, it scales for organizations of any size, integrating with any backe…

    TypeScript 8