Faeze Ghorbanpour

Machine Learning Researcher

I am a passionate machine learning researcher with a particular focus on computational social science, natural language processing and machine learning. I have more than four years of experience solving problems and working in teams to develop real-world machine learning and data mining algorithms and services in academia and industry. My experience includes project management duties as well as the preparation of qualified technical reports, papers and documents.

News about me

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Research Experience

Research Assistant

Max Planck Institute for Demographic Research

It was my privilege to join this institute to work on the migration of scientific authors through the bibliometric corpus.

Jun 2023 - Aug 2023

Research Assistant

Aalto University

I joined Dr. Nitin Sawhney’s research group as an intern, and we worked on crisis narratives on social media and analyzed people's conversation during times of crisis.

May 2022 - Dec 2022

Research Assistant

Sharif University of Technology

I was doing research in the social media analysis section of the Lab under Prof. Hamid R. Rabiee and Prof. Mohammad A. Fazli supervision.
Multi-modal Fake News Detection: We have investigated the social media and news agency news using text and images.

Sep 2019 - Feb 2022
Dec 2022 - Mar 2023

Research Assistant

Sharif University of Technology

This lab is for big data statistical analysis and modeling. I did my undergraduate project in this lab under the supervision of Prof. Abolfazl Motahari.
Map Matching: Statistical and mathematical methods were used to map GPS points that were very noisy and incorrect to the designated points on the Open Street Map.

Jul 2018 - Sep 2018

Research Assistant

Sharif University of Technology

My first research experience was in the mining software repositories team at Prof. Abbas Heydarnoori Lab.
Mining StackOverflow: This project aimed to assess StackOverflow’s response time to user inquiries. We gathered site data and used machine learning libraries to process and evaluate it.

Sep 2017 - Jan 2018

Work Experience

Machine Learning Engineer

I worked in this company remotely as a machine learning engineer, and I worked on methods to simplify the use of software engineering tools through the use of large language models such as ChatGPT and GPT 4.

Mar 2023 - Jun 2023

Machine Learning Specialist

As a member of the NLP team at the Sotoon Company's AI division, I worked on many text-related challenges, analyzing, modeling, and classifying. Most of the products we offer are commissioned by other businesses (B2B), such as comment rejector (Auto reject), ticket auto-answering (Auto reply), and information tagger of advertisements.

Jun 2019 - May 2022

Machine Learning Engineer

I was a member of the NLP team at this firm and worked on Persian language processing products, such as a Persian verb analyzer and a text extractor from PDF files, and these projects are currently supporting other larger services being undertaken by the company.

Nov 2018 - May 2019

Backend Developer

As an intern at this company, I learned a lot about back-end development and Django as well as worked on several projects with them.

Jul 2017 - Sep 2017


Sharif University of Technology

Master of Science in Computer Engineering

Orientation: Software Systems
Thesis title: Social Media Fake News Detection Using Text and Image
Relevant courses: Machine Learning, Data Mining and Massive Algorithm Design.

Sep 2018 - Jul 2021

Sharif University of Technology

Bachelor of Science in Computer Engineering

Orientation: Software Engineering
Thesis title: Matching GPS Points Collected from Phones to Map Road Points
Relevant courses: Artificial Intelligence, Modern Information Retrieval, Database Design, Algorithm Design and Statistics and Probability.

Sep 2014 - Sep 2018

Technical Skills

Programming Languages:
Python, Java, R, C/C++, C#, MATLAB, Android, and Verilog

Machine Learning & Statistics:
Pytorch, Keras, Transformers, Tensorflow, Scipy, Scikit-learn, Gensim, Networkx, Nltk, Spacy, and Rasa

Data Management & Databases:
Apache Spark, Elastic Search, DVC, Git, SQL, Postgre SQL, and MongoDB

Presentation & Reporting:
Latex, RMarkdown, Microsoft Office, Jupyter, HTML, CSS, and Django

Selected Projects