Group Action Recognition in Videos
Bachelor Thesis - In Progress.
Tools: PyTorch, Spatio-Temporal Graph Neural Networks, Graph Based Motion Modeling.
🤖 Featured Projects
Mini GPT
Trained on the Friends Series' dialogue dataset.
Tools: PyTorch, Transformers.
Anomaly Detection for Medical Images
Using Heterogeneous Autoencoders (Collaborated in a team).
Tools: PyTorch, Torchvision.
Image Captioning
Implemented using Encoder–Decoder Models with Attention.
Tools: PyTorch, ResNet101, LSTM.
RTT Medical Question Summarization
A comprehensive question summarization project.
Tools: PyTorch, Transformers, NLTK, Scikit-Learn, SciPy.
Modern CNNs and Siamese Network
Classification and Face Recognition using modern architectures.
Tools: PyTorch, EfficientNetB0.
Speech Emotion Recognition
Speech Emotion Recognition by Mel Spectrograms & HuBERT Embeddings
Tools: Pytorch, ResNet101, LSTM.
Data Mining
preprocessing, statistical analysis, imputation methods, regression, classification, clustering, association rule mining, and neural networks
Tools: Python, Jupyter Notebook, Scikit-Learn, Pandas, Numpy, Matplotlib, LaTeX
Information Retrieval
text preprocessing, indexing, probabilistic models, language models, classification techniques, and word embeddings
Tools: Python, Jupyter Notebook, NLTK, Scikit-Learn, Scipy, Seaborn, Matplotlib
Artificial Intelligence
Intelligent Agents, Search Algorithms, etc
Tools: Python, Jupyter Notebook, Matplotlib, LaTeX
Metaheuristic Algorithms
Metaheuristic Algorithms for NP-Hard Problems - Bio-Computing Course Assignments
Tools: Python, Jupyter Notebook, Pandas, Numpy, Matplotlib
C Simplified Compiler
AST Construction, Name Analysis with Optimizations, and Type & Vulnerability Checking.
Compiler Course Project
Tools: Java, ANTLR
Assembly SQL Parser
Machine Language and Assembly Course Project
Tools: Assembly
Morris Mano Basic Computer
Principles of Computer Systems Course Project
Tools: Logisim
🛠️ Technical Skills
Data Science & ML
PyTorch, NLTK, TensorFlow, Transformers, LangChain, Scikit-learn, Pandas, Matplotlib.
Programming Languages
Python, C++, C, Java, Assembly.
DevOps & Databases
Git, GitHub, Docker (familiar), MySQL.
🎓 Experience & Education
Bachelor in Computer Science
University of Tehran
Sep 2022 – Present
AI Researcher & Developer
Applied AI Lab - University of Tehran
Nov 2024 – Present
Contributed to AI in Finance, Digital Transformation, and RAG based chatbot projects.
AI/BI Engineer - (Part Time)
GREEN Company, Tehran
May 2025 – Oct 2025
Researched data management systems and developed BI dashboards.
👨🏫 Teaching Experience
Chief TA: Advanced Information Retrieval
Managed TA team, designed assignments, and contributed to project design.
University of Tehran
Chief TA: Bio Computing
Managed TA team, developed assignments, and supervised projects.
University of Tehran
Chief TA: Data Structures & Algorithms
Oversaw grading and assignment design, coordinated TA efforts.
University of Tehran
TA: Data Mining
Designed and graded assignments/quizzes, and provided student support.
University of Tehran
TA: Basic Programming
Designed and graded assignments/quizzes, and provided student support.
University of Tehran
TA: Advanced Programming
Designed and graded assignments/quizzes, and provided student support.
University of Tehran
TA: Operating Systems
Designed and graded assignments/quizzes, and provided student support.
University of Tehran