CV

Education

New Jersey Institute of Technology, New Jersey, USA

Direct-PhD of Computer Science (2022-Present)

• Research Assistant in Big Data Analytics Laboratory (BDAL)
• Focused on using AI for large-scale data science applications
• Developed a framework for optimizing personalized multi-modal data ranking using LLMs, achieving 45% speedup and 15-20 times cost reduction compared to state-of-the-art approach.

Iran University of Science and Technology, Tehran, Iran

B.S. of Computer Engineering (2018-2022)

• GPA: 4.0
• Focused on Artificial Intelligence, Data Structures, Algorithms, Machine Learning, and Deep Learning
• Awarded as the “Best CE Student of IUST” in 2019

Research Interests

• Large Language Models (LLMs) in Data Science
• Machine Learning & Deep Learning
• Reinforcement Learning
• Computer Vision & Image Processing
• Natural Language Processing
• Optimizations of Graph Search Algorithms

Skills

Programming Languages: Python, C#, Java, C++, C, R, Matlab, Octave, CSS, HTML, Javascript, Verilog
Learning Tools: Keras, TensorFlow, Pytorch, Scikit-learn, Numpy, OpenCV, Gym
Libraries/Frameworks: ASP .Net 5, .Net Core, Unity, SignalR, Node.js, React, Tableau
Database Management: SQLServer, PostgreSQL, SQLite, MySQL, Oracle, MongoDB, Redis
Project Management: Scrum, Git, Trello, TFS
Others: Hadoop, Linux, Android Studio, CI/CD, Swagger, Postman, Visual Paradigm, UML

Work Experience

Research Assistant

Big Data Analytics Laboratory (BDaL), NJIT (2022 - Present)

• Designing computational frameworks for query answering in large-scale data science applications leveraging ML models
• Implementing cloud computing solutions using AWS

Machine Learning Intern

Tiva System, Tehran, Iran (2020 - 2022)

• Analyzed and adapted machine learning algorithms for classification and regression tasks, enhancing model performance through experimentation.
• Developed a concrete strength prediction model using multi-linear regression and KNN, achieving an approximate MAE between 0.5 and 1 on industrial data.

Full-Stack Developer

Tiva System, Tehran, Iran (2020 - 2021)

• Web developer using ASP.Net Core
• Managed databases with SQLServer, PostgreSQL, SQLite

Publications

Please check the Publications Tab on the webpage

Teaching Experience

Please check the Teching Tab on the webpage

Projects

Please check the Projects Tab on the webpage

Certifications & Awards

• RCR Basic Course Certification (Nov 2022) - Coursera
• Advanced Algorithms and Complexity (Sep 2020) - Coursera
• Award: Best Student of the Year in CE Department at IUST (Nov 2019)
• Ranked among the top 0.4% in the Iran University Entrance Exam (Aug 2018)

Languages

• English: Full Professional Proficiency (TOEFL IBT: 107)
• Persian: Native
• Spanish: Limited Working Proficiency

References

1. Dr. Senjuti Basu Roy - Associate Professor at NJIT
   Email: senjutib@gmail.com
2. Dr. Sauleh Eetemadi - Assistant Professor at IUST
   Email: sauleh@gmail.com
3. Dr. Nasser Mozayani - Associate Professor at IUST
   Email: mozayani@iust.ac.ir