Search anything and hit enter
  • Teams
  • Members
  • Projects
  • Events
  • Calls
  • Jobs
  • publications
  • Software
  • Tools
  • Network
  • Equipment

A little guide for advanced search:

  • Tip 1. You can use quotes "" to search for an exact expression.
    Example: "cell division"
  • Tip 2. You can use + symbol to restrict results containing all words.
    Example: +cell +stem
  • Tip 3. You can use + and - symbols to force inclusion or exclusion of specific words.
    Example: +cell -stem
e.g. searching for members in projects tagged cancer
Search for
Count
IN
OUT
Content 1
  • member
  • team
  • department
  • center
  • program_project
  • nrc
  • whocc
  • project
  • software
  • tool
  • patent
  • Administrative Staff
  • Assistant Professor
  • Associate Professor
  • Clinical Research Assistant
  • Clinician Researcher
  • Department Manager
  • Full Professor
  • Graduate Student
  • Honorary Professor
  • Lab assistant
  • Non-permanent Researcher
  • Permanent Researcher
  • Pharmacist
  • PhD Student
  • Physician
  • Post-doc
  • Prize
  • Project Manager
  • Research Associate
  • Research Engineer
  • Retired scientist
  • Technician
  • Undergraduate Student
  • Veterinary
  • Visiting Scientist
  • Deputy Director of Center
  • Deputy Director of Department
  • Deputy Director of National Reference Center
  • Deputy Head of Facility
  • Director of Center
  • Director of Department
  • Director of Institute
  • Director of National Reference Center
  • Group Leader
  • Head of Facility
  • Head of Operations
  • Head of Structure
  • Honorary President of the Departement
  • Labex Coordinator
Content 2
  • member
  • team
  • department
  • center
  • program_project
  • nrc
  • whocc
  • project
  • software
  • tool
  • patent
  • Administrative Staff
  • Assistant Professor
  • Associate Professor
  • Clinical Research Assistant
  • Clinician Researcher
  • Department Manager
  • Full Professor
  • Graduate Student
  • Honorary Professor
  • Lab assistant
  • Non-permanent Researcher
  • Permanent Researcher
  • Pharmacist
  • PhD Student
  • Physician
  • Post-doc
  • Prize
  • Project Manager
  • Research Associate
  • Research Engineer
  • Retired scientist
  • Technician
  • Undergraduate Student
  • Veterinary
  • Visiting Scientist
  • Deputy Director of Center
  • Deputy Director of Department
  • Deputy Director of National Reference Center
  • Deputy Head of Facility
  • Director of Center
  • Director of Department
  • Director of Institute
  • Director of National Reference Center
  • Group Leader
  • Head of Facility
  • Head of Operations
  • Head of Structure
  • Honorary President of the Departement
  • Labex Coordinator
Search
Go back
Scroll to top
Share
Scientific Fields
Diseases
Organisms
Applications
Technique

About

I have a background in machine learning and signal processing for biomedical applications. I do research in the field of personalised medicine by proposing computational methods that involve network-based machine learning and drug response prediction.

CV

Education

PhD Student in Computational Biology
Computational Biology Department, Institut Pasteur, Paris, France;
École Doctorale Complexité du Vivant, Sorbonne Université, Paris, France
Feb. 2020-present.
Thesis: Integrative modeling of cancer drug response and auto-immune disease base on network-based machine learning techniques (under the supervision of Dr. Benno Schwikowski).

Master in Biomedical Engineering, Bioelectric
Iran University of Science and Technology (IUST), Tehran, Iran, Sept. 2015- Feb. 2019.
GPA: 18.18/20 (Top Student)

Bachelor in Electrical Engineering, Electronics
Azad University (Abhar branch), Abhar, Zanjan, Iran, 2009-2014.
GPA: 19.14/20 (Top Student)

Professional Experience

Machine learning: deep learning, graph neural networks, consensus clustering.
Network analysis: graph representation learning, multilayer and heterogenous graph analysis, graph-based clustering.
Data science: data preprocessing and normalization, statistical tests, low dimensional representation.
Systems and signals modelling: noise reduction, adaptive filters, spectral analysis, wavelet analysis.
Chaos and nonlinear dynamics: phase space reconstruction, Poincare section, complexity and entropy measures.
Bioinformatics: network biology, gene expression data analysis, gene module detection, gene enrichment analysis.
Neural data analysis: spike sorting, spike train and LFP signal analysis, neural decoding.
Programming languages: R, Python, MATLAB, LabVIEW, C/C++.