Water & Hydraulic Engineer | Research Associate | Lecturer
Tehran, Iran
- Remote Sensing, Signal Processing
- Turbulent Flow, Hydraulics
- Machine Learning, Deep Learning
- Data-driven, Hybrid Modelling
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ProADV: A toolkit for enhancing water dynamics research using acoustic doppler velocimeter devices
SoftwareX, ELSEVIER, 2024 -
Unleashing the Power of Three-Dimensional Kernel Density Estimation for Doppler Velocimeter Data Despiking
Measurement, Volume 225, 15 February 2024, 114053, ELSEVIER -
Exploring the Role of Signal Pollution Rate on the Performance of Despiking Velocity Time-Series Algorithms
Flow Measurement and Instrumentation, ELSEVIER, 2023 -
A New Software Package and Filtering Algorithm for Despiking Doppler Velocimeter Data
39th IAHR World Congress, 2022
See more on Google Scholar and ResearchGate.
- 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)
- 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
- 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
- Python, MATLAB, JavaScript, PHP, C#
- Data Analysis, Statistical Modeling, Machine Learning Algorithms, Deep Learning, Predictive Modeling, Data Visualization, Natural Language Processing, Computer Vision, Hybrid Modelling
- 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
- SQL Server, PostgreSQL, MongoDB, MySQL, SQLite
- TensorFlow, Keras, Google Earth Engine, OriginLab, AutoCAD, Abaqus, Qt, Power BI, SNAP
- Git, GitHub, Linux, Docker
- Time-Series Analysis, Kernel Density Estimation, Poincaré Map, Filtering Algorithms, ADV Data Analysis
- Photoshop, Illustrator, InDesign, DaVinci Resolve
- 📧 khufarzadasgari@gmail.com | std_farzad.asgari@khu.ac.ir
- 🌐 Portfolio
- ORCID | Google Scholar | ResearchGate | LinkedIn | X