Master's Project: Fine-Tuning a Language Model for Informal-to-Formal Persian Text Conversion
Fine-tuned the Gemma 3 1B model using LoRA to convert informal Persian text into formal Persian.
Master's Project:Feature Extraction and Reduction with Optimized SVM for Persian/Arabic Handwritten Digit Recognition
Applied feature extraction and dimensionality reduction techniques with an optimized Support Vector Machine (SVM) for recognizing Persian/Arabic handwritten digits.
Master's Project:Sentiment Classification of IMDB Reviews Using ELMO
Implemented a sentiment classification model using the IMDB dataset to classify movie reviews as positive or negative with an ELMO.
Master's Project: Document Question Answering System Using Retrieval-Augmented Generation (RAG)
Implemented a RAG-based question answering system using ChromaDB and sentence-transformer embeddings to answer questions about documents such as the YOLOv7 paper, with answers grounded in the retrieved text and cited by source.
Bachelor's Final Project: Definition and Review of Graph Neural Network
Researching and Investigating GNN's definition and advantages of implementation in some problems instead of regular NN.
The article find hereScientific calculations
Implemented Bezier curves on a dataset of English handwriting for classification and recognition. (with the help of one of my teachers in ML field)
AI
Recognized pattern of some cancer cells
Natural Inspired Algorithms
Developed a basic neural network
Data Mining
Extracted some Association Rules and generated Classification on a dataset
Assembly
Implemented a calculator with 4 main operations and Designed a Morris Mano basic computer in Logisim software
Advanced programming
Created Tank game, a system of ordering in a cafe (both object-oriented base) using Java
Languages of Programming
Made Tic-tac-toe game with Rust
Basic programming
Developed and deployed a website by Django