Teaching

Teaching Assistant: Social Networks

Graduate Course, University of Tehran, 2024

Guided students in the analysis of social network data:

Assisted in teaching network theory, community detection, and interaction prediction.
Mentored students on projects involving Twitter/X data mining.

Graduate Course, University of Tehran, 2024

Provided support in the Advanced Algorithms course:

Delivered tutorials on graph algorithms, dynamic programming, and NP-hard problems.
Assisted students with algorithm design and optimization in coding assignments.

Graduate Course, University of Tehran, 2024

Contributed to teaching and supporting graduate students in mastering deep learning concepts:

Delivered tutorials on neural architectures, optimization techniques, and training pipelines.
Supervised final projects utilizing PyTorch and TensorFlow.

Graduate Course, University of Tehran, 2024

Responsibilities:

Assisted students in learning NLP concepts such as text preprocessing, embeddings, and transformer models.
Supervised course projects like developing an FAQ chatbot and sentiment analysis tools.
Conducted lab sessions on HuggingFace Transformers and spaCy.

Graduate Course, University of Tehran, 2024

Supported graduate students in understanding key statistical concepts:

Conducted tutorials on probabilistic models, hypothesis testing, and Bayesian inference.
Provided guidance on problem-solving and coding assignments using R.
Assisted in the design of course assessments and final projects.

Undergraduate Course, Amirkabir University of Technology, 2020

Supported undergraduate students in learning computational intelligence concepts: