Tina Shahedi
I'm Researcher
Hello! I'm Tina
Tina Shahedi, Junior Researcher
- CV: [PDF]
- Website: Tshahedi.github.io
- Email: tina.shahedi@outlook.com
- City: Utrecht, Netherlands
- :Scholar
- :ResearchGate
- : GitHub
Hi! Thank you for passing by! My name is Tina, and I work as a Junior Researcher in the M&S Department at Utrecht University. I have in-depth knowledge of Python programming, machine learning, data analysis, mathematics, and statistics following the completion of my Bachelor's degree in Applied Mathematics and a Master's in Industrial Engineering—Systems Optimization. My career began in business data analysis and research consultancy, driven by a passion for optimizing operations. Understanding business landscapes has inspired me to enhance my technical expertise in Information Technology infrastructure and development operations, to contribute to business-driven technological advancements. I enjoy applying my analytical skills to interpret complex data and solve real-world problems. 😊
Skills
Resume
Professional Experience
Junior Researcher
Oct 2023 - Present
Utrecht University, Utrecht, Netherlands
- Created Python materials for Utrecht University's Machine Learning with Python Summer School 2024.
- Built an R Shiny App to visualize 3,600+ AI course datasets for academic planning.
- Supported research and educational aspects of multiple projects.
Research and Teaching Assistant
Sep 2022 - Jan 2023
University of Tehran, Tehran, Iran
- Mentored over 20 M.Sc. students by providing feedback and grading their projects for an advanced supply chain management and production planning course.
- Served as a teaching assistant for a fuzzy mathematical programming course, focusing on practical applications and guiding projects for over 50 M.Sc. students.
- Assisted in reviewing and refining multiple projects and papers.
Research Consult
Jan 2022 - Aug 2022
IMIDRO, Tehran, Iran
- Conducted in-depth research in the field of company productivity in Iranian mining industry.
- Investigated the company's performance and identified areas for improvement.
- Benchmarked productivity metrics for improving production productivity indexes, focusing on sustainable production optimization and data-driven decision-making.
Business Data Analytics Intern
Nov 2021 - Feb 2022
Polwinno (Behsazan Farda Innovation Center), Tehran, Iran
- Developed a business plan for designing asset management and financial consulting software on a web application platform.
- Designed a value proposition canvas and a business model canvas, supported by feasibility studies and market analysis.
- Developed C4 models and wireframes in Miro, optimizing UI/UX team's product development.
Education
M.Sc. Industrial Engineering — Systems Optimization
Sep 2019 - Sep 2022
University of Tehran, Tehran, Iran
- GPA: 18.42/20
- Thesis Grade: 20/20
- Selected Courses: Computer simulation, modeling & optimization, Fuzzy Sets Theory and its Applications in Decision Making, Multiple-criteria decision-making (MCDM), Queuing Systems & Markov chain.
B.Sc. Applied Mathematics
Sep 2013 - Sep 2019
K. N. Toosi University of Technology, Tehran, Iran
- GPA: 14.26/20
- Selected Courses: Probability, Mathematical Statistics, Stochastic Processes, Operations Research, Computer & Programming (C++ & JavaScript), Advanced Python Programming, Mathematical Software (Wolfram Mathematica).
Coursework
Comprehensive Data Science Specialization
2021 - 2023
University of Tehran, Tehran, Iran
Completed a comprehensive 350-hour data science program, focusing on machine learning, SQL, business intelligence, AI, Python programming, cloud computing, Microsoft Azure and data analysis & big data technologies.
Data Science: Machine Learning with Python
Jul 2024
Utrecht University Summer School, Utrecht, Netherlands
Supervised Python practical sessions.
Projects & Publications
Projects
- Created Python materials for Utrecht University's Machine Learning with Python Summer School 2024. | [Summer School Course]
- Built an R Shiny App to visualize 3,600+ AI course datasets for academic planning.| [Shiny App] | [GitHub]
- Developed a business plan for designing asset management and financial consulting software on a web application platform.
- Designing a Resilience Model for Small and Medium-sized Enterprises (SMEs) Using a Systems Dynamic Approach.
- Designing a green closed-loop supply chain network for the tire industry: considering cannibalization effects in hybrid production systems. | [GitHub]
Publications
- Assessing the Reliability of Annotations in the Context of LLMs Predictions and Explanations. | [More Details]
- Novel Approaches in Financial Fraud Detection: Hybrid Machine Learning and Uncertainty-Based Deep Learning. | [More Details]
- Optimizing a bi-objective location-allocation-inventory problem in a dual-channel supply chain network with stochastic demands. |[More Details]| [GitHub]
- Designing a Green Closed-Loop Supply Chain Network for the automotive tire industry under uncertainty. | [More Details]| [GitHub]
Certificates
Organizations
Contact
I work in the following fields and if you also have a common research interest, I would be very happy to let you know through this form. Then I will contact you via email.
- Data-Driven Decision Making
- Data and Statistical Analysis
- Data and Information Visualization
- Question Answering & Problem Solving
- Marketing Data Analytics
- Business Data Analytics
- Predictive Analytics
- Business Intelligence
My areas of expertise further include:
- AI and Machine Learning
- Natural Language Processing
- Data-Driven Decision Science
- Optimization methods
Address
Padualaan 14, 3584 CH Utrecht, Netherlands
Phone
+31687378500
tina.shahedi@outlook.com