Maryam Saeidmehr

I'm

About

Machine Learning Researcher

Hi there, my name is Maryam Saeidmehr. I am currently pursuing a master's degree in Artificial Intelligence at the University of Bologna. My areas of interest are machine learning, deep learning, and computer vision.

  • City: Bologna, Italy
  • Birthday: December 6, 1998
  • Degree: Master's
  • Email: maryamsaeidmehr@gmail.com

I am a Researcher and Developer experienced in designing and developing innovative software, user interfaces, querying and data managing. Moreover, I am familiar with AI infrastructure, software architecture and design patterns and experienced applying them in a reliable program.
I have a deep interest in Machine Learning disciplines, cutting-edge technologies, learning, and advancement to solve real-world problems so that everybody would have a high-quality life as well as a better world. I try to identify, understand and translate program requirements into robust and reliable solutions through high-level languages (Python, C/C++).

Resume

Education

Master of Science in Artificial Intelligence

Sept. 2024 - Present

Alma Mater Studiorum – Università di Bologna, Bologna, Italy

Bachelor of Science in Computer Engineering

Sept. 2017 - Feb. 2022

Isfahan University of Technology, Isfahan, Iran

GPA : 3.84/4 | 4.01/4.33 | 17.96/20 (Ranked 10th)

Supervisor : Prof. Shadrokh Samavi

Research Experience

Undergraduate Research Assistant

Oct. 2020 - Sept. 2021

Isfahan University of Technology, Isfahan, Iran

  • Supervisor : Prof. Shadrokh Samavi
  • Proposed a deep convolutional neural network to efficiently detect COVID-19 from CT images using the transfer learning approach performing with a high degree of accuracy.

Teaching Experience

Teaching Assistant for the course Compiler

Feb. 2022 - June 2022

Isfahan University of Technology, Isfahan, Iran

  • Presented by : Dr. Zeinab Zali
  • Assisted in creating course materials and procedures, grading, and conducting instructional workshops

Teaching Assistant for the course Databases I

Feb. 2021 - June 2021

Isfahan University of Technology, Isfahan, Iran

  • Presented by : Dr. Nasser Ghadiri
  • Assisted in creating course materials and procedures, grading and conducting Q&A sessions

Work Experience

Data Analyst

June 2023 - Oct. 2023

Rasad Company, Isfahan, Iran

  • Analyzed and interpreted large sets of marketing and trading data to inform business decisions.
  • Cleaned and prepared data for analysis, ensuring accuracy and reliability.
  • Designed and implemented SSIS packages to automatically extract, transform, and load data for efficient interpretation and analysis.
  • Created visualizations and reports to effectively communicate data insights to stakeholders.

Full Stack Developer

Jul. 2023 - Aug. 2023

Freelance

  • Developed a web application that integrates education and gamification, combining homework assignment management with a real-time fighting game to motivate students.
  • Utilized Django Rest Framework (DRF), Channels, and Celery to build the backend infrastructure of the web application.
  • Implemented React.js and Material-UI (MUI) for the front-end development, ensuring a responsive and user-friendly interface.
  • Implemented real-time features using WebSockets to enable live interaction between students during the fighting game.

Software Engineer intern

June 2021 - Sept. 2021

Zamin Company, Isfahan, Iran

  • Assisted in building beautiful user interface for clients without compromising functionality for aesthetics.
  • Learned front-end object-oriented programming to develop client server systems.
  • Wrote unit tests in Jest to ensure code was tested and 100% bug free.

Skills

Programming Languages

C 5+ years
C++ 5+ years
Python 5+ years
SQL 4+ years
MATLAB 1+ years
R 1- years

Other Skills

  • Team Working
  • Attention to detail
  • Communication
  • Presentation

Technical Skills

Frameworks & Toolkits

Tensorflow, Keras, NumPy, Scikit-Learn, Pandas, OpenCV, SSIS

Operating Systems

Windows, Ubuntu, KaliLinux

Web

HTML5, CSS3, Javascript, JQuery, ReactJS, DRF, Bootstrap

Databases

MySql, SQL Server, PostgreSql, MariaDB, SQLite

Typesetting

LaTeX, Microsoft Office

Languages

  • Persian (Mother Tongue)
  • English (Professional Working Proficiency)

Portfolio

A complete list of my projects is available on GitHub

  • All
  • Image Processing
  • Web

Covid19-Detector

A Django-Reactjs Web App which can detect COVID-19 from CT Scan Images using CNN based on DenseNet121

Image Watermarking in DCT Domain

A MATLAB project that implements an adaptive blind image watermarking algorithm with respect to edge pixel concentration and compares its NC results against JPEG attack with non-adaptive methods' ones.

Digit Recognition Using Tesseract

This project uses Tesseract, an open-source OCR engine, to recognize digits from an image.

FileMarket

FileMarket Website

Election System

Election System Website

AcademyArena

A unique website that combines education and gamification

Contact

Location:

Bologna, Italy

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