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certificates
portfolio
The 7th International Conference on Robotics and Mechatronics
Member of Student Committe
Generative AI with Large Language Models
An online non-credit course authorized by DeepLearning.AI, Amazon Web Services and offered through Coursera
Machine Learning
An online non-credit course authorized by Stanford University and offered through Coursera
Natural Language Processing
An online non-credit course authorized by DeepLearning.AI and offered through Coursera.
Teaching Assistant for the Deep Learning Course at Neuromatch Academy
Mentored and assisted students in the Deep Learning course, focusing on subjects related to Natural Language Processing
projects
Dastgah Detection for Persian Music
Developing a model to classify Persian music Dastgah.
Faster R-CNN from Scratch
Developed a custom Faster R-CNN implementation for wildfire smoke detection.
MUSIC Algorithm
Implemented the MUSIC algorithm to estimate the Direction of Arrival (DOA) of sound sources
Emotionally Aware Robot Assistant
An emotionally aware robot assistant capable of receiving voice commands
Fine-Tuning Segment Anything Model (SAM)
Fine-tuned SAM on a custom dataset for detecting bodies of water.
Speech Emotion Recognition
Fine-tuned the HuBERT model on the SheMO: Persian Speech Emotion Detection Database.
Persian Speech-to-Text
Fine-tuned Whisper model for Persian language.
Voice Chatbot
Developed a Persian voice chatbot integrated with Whisper for speech recognition and ChatGPT for conversational responses.
LoRA Fine-Tuning
Fine-tuned RoBERTa using LoRA on the MultiNLI dataset.
publications
Handwriting Digit Recognition
Published in , 2019
Implementing CNN and NN.
Snake game with voice control motion detection and hand gesture recognition
Published in , 2020
Controlling the snake game with voice, Motion and hand gesture.
Face Recognition
Published in , 2020
Implementing Eigenfaces.
Smart Temperature Control System
Published in , 2020
I used STM32, LM35 (temperature sensor), Stepper motor (Adjusting the radiator valve), HCSR05 (calculating the door distance) and Arduino Due (sending and receiving commands and data).
Solving 2x2 Rubik’s Cube
Published in , 2020
Implementing DLS.
Self Driving Car
Published in , 2020
Using OpenCV to detect lanes and control the car movement in the Avis Engine simulator.
SWIMBot Robot
Published in , 2021
SWIMBot is a platform for implementing various applications such as Image processing, mapping, obstacle avoidance, smart control and wireless control. Due to versatile plugin acceptance, it can be customized for various needs.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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