Python
Farzaneh Ahmadzadeh
Data Scientist
Stockholm
Summary
Dedicated and accomplished Industrial Engineer with extensive research and professional expertise. Proven track record of collaborating with government and non-government agencies and institutes in Europe and out side Europe. Specializing in predictive and preventive maintenance and system reliability.
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Experienced in teaching and conducting research across various domains, including Optimization, Machine Learning, Statistics, Multi-Criteria Decision Making, Decision Analysis, Quality Control, and Operations Research.
I am available for remote work world wide and on-site just in Split Croatia!
Overview
27
27
years of professional experience
10
10
years of post-secondary education
Work History
Data Scientist
Delaval
1 2021 - Current
- Collaborated with cross-functional teams to implement data-driven solutions.
- Enhanced data-driven decision making by implementing machine learning models and algorithms.
- Cleaned transformed, and analyzed large datasets to uncover hidden trends and patterns for actionable insights.
- Presented complex findings in a clear, concise manner using visualizations that informed executive decision-making processes.
- Automated repetitive tasks using scripting languages such as Python or R, saving time during the analytical process significantly.
- Conducted thorough exploratory data analysis to identify essential variables for building robust models.
- Implemented advanced statistical techniques for accurate predictive modeling and forecasting of business metrics.
- Participated actively in interdisciplinary teams'' work integrating domain knowledge from marketing, sales or finance departments into the analytical process.
Data Scientist
Scania
02.2018 - 01.2021
- Led research projects focused on predictive and preventive maintenance
- Managed data science initiatives to improve product planning strategies
- Developed and implemented machine learning models for system reliability analysis.
Postdoctoral Researcher
Mälardalen University
03.2014 - 02.2018
- Conducted research and lectured in the field of Product Realization
- Focused on maintenance strategies and reliability engineering
- Published several research papers in reputed journals and conferences.
- Designed research projects and alternative approaches and discussed results with professor.
- Leveraged interpersonal and communication skills to mentor PhD, graduate and undergraduate students.
- Provided constructive feedback on manuscripts submitted by peers for publication consideration or grant proposals under review process.
- Applied advanced statistical techniques to analyze complex datasets, revealing novel insights into the subject matter.
- Performed scientific research on multiple projects.
Postdoctoral Researcher
Luleå University of Technology
03.2012 - 03.2014
- Focused on operation and maintenance research
- Developed predictive maintenance models and reliability analysis frameworks
- Published research findings in international conferences and journals.
Assistant Professor
Azad University Karaj
04.2004 - 01.2012
- Taught courses in Industrial Engineering
- Conducted research in maintenance and reliability engineering
- Supervised student projects and theses.
Statistical Process Specialist
TAVANIR Company
01.2002 - 01.2003
- Conducted reliability analysis and monitoring for power generation systems
- Developed databases and programming solutions for system reliability.
Lecturer
Azad University of Varamin
01.1998 - 01.2001
- Taught Pure Mathematics and Elementary and Advanced Statistics
- Conducted research in statistical process control.
Education
Ph.D. in Industrial Engineering (Productivity Management) -
University of Science and Research
Tehran, Iran 01.2003 - 05.2008
M.Sc. in Social and Economic Systems Engineering - undefined
Mazandaran University of Science and Technology
Babol, Iran 08.2000 - 05.2002
B.Sc. in Mathematical Sciences (Applied in Computers) - undefined
Tehran University
Tehran, Iran 08.1994 - 05.1997
Skills
Data Analysis and Analytical Thinking,
Machine Learning and Predictive Modeling
Programming (Proficient in Python and R)
Data Visualization
Version Control: Familiar with GitLab
Cloud Services: Proficient in using AWS
Teamwork and Collaboration
Data science research methods
Interpersonal and writtenCommunication
Continuous Improvement
Large dataset management
Adaptability and Flexibility
Languages Proficiency
- Persian Native
- English Fluent
- Swedish Advance
- Turkish Advanced
- Arabic Basic
Some Publications (out of 40)
- Ahmadzadeh, F., Biteus, J., & Steinert, O. (2019). Remaining useful life Prediction of air spring. IEEE International Conference on Prognostics and Health Management, San Francisco, USA.
- Ahmadzadeh, F., & Jansson, C. (2017). Multi-dimensional risk management by evidential reasoning approach. International Federation of Operational Research Societies, Quebec, Canada.
- Ahmadzadeh, F., Plahna, M., Olsson, A., Jederström, K., & Foyer, I. (2017). Developing Sustainable Product Development Approach Using Evidential Reasoning. Journal of Numerical Algebra, Control and Optimization.
Work Preference
Location Preference
RemoteOn-SiteSoftware
R
C, C
Timeline
Data Scientist
Scania
02.2018 - 01.2021
Postdoctoral Researcher
Mälardalen University
03.2014 - 02.2018
Postdoctoral Researcher
Luleå University of Technology
03.2012 - 03.2014
Assistant Professor
Azad University Karaj
04.2004 - 01.2012
Ph.D. in Industrial Engineering (Productivity Management) -
University of Science and Research
01.2003 - 05.2008
Statistical Process Specialist
TAVANIR Company
01.2002 - 01.2003
M.Sc. in Social and Economic Systems Engineering - undefined
Mazandaran University of Science and Technology
08.2000 - 05.2002
Lecturer
Azad University of Varamin
01.1998 - 01.2001
B.Sc. in Mathematical Sciences (Applied in Computers) - undefined
Tehran University
08.1994 - 05.1997
Data Scientist
Delaval
1 2021 - Current