CV
Basics
| Name | Faeze Ghorbanpour |
| Label | PhD Student, Machine Learning Researcher |
| [firstname.lastname]@[tum or lmu].de | |
| Summary | Highly motivated machine learning researcher with a particular focus on natural language processing, efficient transfer learning and computational social science. |
Education
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2023 - 20.. Munich, Germany
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2018 - 2021 Tehran, Iran
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2014 - 2018 Tehran, Iran
Work
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2023 - 20.. Munich, Germany
Machine Learning Researcher
Center for Information and Language Processing
Doing research on NLP, Transfer Learning, Efficient LM, and Hate Speech Detection
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2019 - 2022 Tehran, Iran
Machine Learning Specialist
Sotoon Company
As a member of the NLP team at the Sotoon Company's AI division, I worked on many NLP tasks, 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 automatic text classification (Auto ML).
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2018 - 2019 Tehran, Iran
Machine Learning Engineer
Shaya Smart Solutions
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.
Interests
| Natural Language Processing | |
| Efficient Transfer Learning | |
| Efficient Language Models | |
| Low Resource NLP | |
| Multilingual NLP | |
| Applied NLP |
| Computational Social Science | |
| Hate Speech Detection | |
| Fake News Detection | |
| Computational Argumentation | |
| Human Behavior, Psychology & Emotion | |
| Agents for Human Behavior Modeling |
Honors
- 2020
PhD Enrance Exam
Sanjesh, Tehran, Iran
Ranked 13th out of 824 candidates attempting the Iranian artificial intelligence Ph.D. exam (Withdrawn).
- 2018
Master's Degree
Sharif University of Technology
Entering the Sharif University master’s program as an elite student without an entrance exam.
- 2018
Bachelor's Degree
Sharif University of Technology
Ranked in the top 15% of Bachelor students in Computer Engineering at Sharif University of Technology (entrance year: 2014).
- 2014
Konkour
Sanjesh, Tehran, Iran.
Achieved a national rank of 178 among 223,401 participants in the Iranian National University Entrance Exam (Konkour) for Bachelor of Science programs.
Languages
| English | |
| Fluent |
| Persian | |
| Native speaker |
Skills
| Programming Languages | |
| Python | |
| Java | |
| C/C++ | |
| R | |
| Matlab | |
| C# |
| Packages and Libraries | |
| Pytorch | |
| Transformers | |
| Keras | |
| Scipy | |
| Tensorflow | |
| NLTK | |
| Spacy |
| Data Management Tools | |
| MySQL | |
| Apache Spark | |
| ElasticSearch | |
| MongoDB | |
| DynamoDB |
| Software/Web Engineering Tools | |
| Docker | |
| AWS Lambda | |
| Flask | |
| Django | |
| Fast APT | |
| JavaScript | |
| GIT & DVC |