Research
Research Interests
Applied Machine Learning
Reinforcement Learning
Statistical Inference
Economics
Complex Networks
Natural Language Processing
Research Experience
NLP Research Intern under the Supervision of Dr. Don Tuggener
Research Assistant under the Supervision of Dr. Bahrak
- Learned about complex networks, carried out multiple projects in this field, and read related papers, including surveys on analysis of the network of Twitter users.
- Analyzed the popularity of fanfictions using various attributes available on fanfictions, exploiting the tools and ideas discussed in social network analysis.
- Performed network inference on complex networks using various non-parametric tests, permutation tests, and exponential random graph models.
- Managed to collect all Persian tweets published from ten years ago until 2021 September, using two remote servers, one being used as a proxy tunnel and the second one as a database to store all the data in a well-structured format on Elastic.
NLP Research Intern under the Supervision of Dr. Pilehvar
- Read papers about NLP and developed a deep understanding of state-of-the-art NLP models.
- Learned different topics in NLP and implemented specific tasks such as NER and QA chatbots to learn NLP more practically.