Reza Ganji

I'm

About

AI Student & NLP Researcher.

I'm currently enjoying exploring the fascinating land of natural language processing as an AI student. I'm interested in seeing the theater of sentiments anytime, anywhere.

  • Degree: Master
  • Website: rezang.github.io
  • Email: rezang52@gmail.com
  • City: Bābol, Mazandaran, Iran

It has been about three years since I made the decision to fulfil one of the requirements for my bachelor's degree by enrolling in the machine learning class at the university. As time goes on, I realise that I am becoming increasingly used to the world of education and knowledge. And the first rays of this encounter arose in my mental horizons through the process of studying and evaluating a variety of publications on the subject of the effect of computers on human behaviour, particularly focusing on investigating the emotional facets of their use. In a short amount of time, interesting, important, and amazing topics such as the ability of machines to solve problems, the analysis and understanding of human emotions by tools based on artificial intelligence, text processing, and inference of meaning from the text will be covered through various articles and machine learning lessons. Things like their internal organs and other such aspects were ingrained in my memory as being significant, and as a result, I became motivated to educate myself on the fundamentals of the relevant scientific fields.

Skills

Programming

Skilled in Python
Familiar with PHP

Deep Learning

Transformers,
RNNs, LSTM,
GRU, CNN,
AutoEncoders

Machine Learning

Clustering, Decision Tree
SVM, MLP, RL,
Ensemble Models,
Logistic Regression

AI Packages

Pytorch, Numpy,
Pandas, Matplotlib,
WandB, PLotly,
Scikit-learn

Resume

Sumary

Reza Ganji

I'm currently enjoying exploring the fascinating land of natural language processing as an AI student. I'm interested in seeing the theater of sentiments anytime, anywhere.

  • rezang52@gmail.com

Professional Experience

NLP Researcher

2020 - Present

K.N. Toosi University

Providing research and development services with the goal of building domain-specific advanced models with the assistance of machine learning algorithms in order to do challenging tasks such as information retrieval, recommender systems, sentiment analysis, summarization, and so on.

Seo Specialist

2018 - 2019

Nooshika Co.

Producing new content for online publications that addresses the needs of a specified demographic. Provide developers and content creators with technical advice on how to improve the performance of web pages. Keeping up to date with developments requires constant monitoring of the algorithms that are used by search engines.

Education

M.Sc. Student of Artificial Intelligence
at K. N. Toosi University of Technology

2020 - Present

Tehran, Iran

  • Notable Courses: Natural Language Processing, Neural Networks, Recommender Systems, Information Retrieval, Evolutionary Computation
  • Thesis: (waiting for defense)
  • Thesis Grade: (waiting for defense)
  • GPA: (18.32/20 -- 3.88/4)

Bachelor of Computer Engineering
at Shomal University

2017 - 2020

Amol, Mazandaran, Iran

  • Notable Courses: Machine Learning, Artificial Intelligence, Algorithm Design, Data Structures, Formal Languages and Automata Theory, Engineering Probability and Statistics
  • Thesis: A machine learning-based model for spam detection on mobile phone short message service (SMS); under supervision of Dr. Hamidreza Koohi
  • Thesis Grade: (20/20 -- 4/4)
  • GPA: (17.61/20 -- 3.44/4)

Research Interests

Machine Learning

The capability of a machine to imitate intelligent human behavior

Deep Learning

A class of ML algorithms that employs neural networks to extract higher-level characteristics from input.

Natural Language Processing

The ability of a computer program to understand human language as it is spoken and written

Recommender System

To generate meaningful recommendations to a collection of users for items or products that might interest them

Sentiment Analysis

An approach to NLP that identifies the emotional tone behind a body of text.

Computational Linguistics

The scientific study of language from a computational perspective

Certificates

Click this button to see the certificate.

  • All
  • Deep Learning
  • Natural Language Processing
  • Learning English
  • Programming

Neural Networks and Deep Learning

Grade received: 99.25%

Natural Language Processing with Classification and Vector Spaces

Grade received: 100%

Improving Deep Neural Networks

Grade received: 99.86%

Natural Language Processing with Probabilistic Models

Grade received: 94.60%

Python

The most important language for data science

Natural Language Processing with Sequence Models

Grade received: 95.83%

Structuring Machine Learning Projects

Grade received: 95%

Natural Language Processing with Attention Models

Grade received: 100%

Convolutional Neural Networks

Grade received: 94.60%

Sequence Models

Grade received: 99.87%

Data Visualization

Make great data visualizations

Deep Learning Specialization

Grade received: 97.72%

Academic Listening and Note-Taking

Grade received: 97.11%

Grammar and Punctuation

Grade received: 94.16%

Getting Started with Essay Writing

Grade received: 90.33%

Natural Language Processing Specialization

Grade received: 97.61%

Contact

If you are interested in my work, I can gladly answer any questions you may have. Please feel free to contact me by email, and I will respond as soon as I can.