Zahra Rabiei
Stockholm
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Machine Learning and Data Analysis.
Overview
7
7
years of professional experience
Work History
DATA SCIENTIST
Ericsson
10.2017 - Current
- Applied expertise in Large Language Models to drive innovation, enhance project outcomes, and deliver comprehensive solutions across multiple collaborative projects.
- Implemented machine learning models and algorithms to enhance data-driven decision-making processes.
- Optimized business processes by conducting detailed data analysis and visualization, significantly increasing operational efficiency.
- Leveraged advanced statistical techniques to create accurate predictive models, aiding in forecasting various business metrics.
- Conducted data cleaning, transformation, and analysis on large datasets, uncovering hidden trends and patterns for actionable insights.
- Automated analytical processes through scripting languages like Python and R, reducing time spent on repetitive tasks significantly.
Data Scientist Intern
Swedbank
10.2016 - 09.2017
- Researched and implemented data mining methodologies specializing in fraud detection within the audit group
- Effectively deployed a machine learning algorithm designed to detect and isolate anomalies within financial datasets, enhancing accuracy and precision in identifying irregularities.
- Presented findings through clear visualizations and reports, facilitating effective communication with non-technical team members.
- Initiated the development of an algorithm aimed at flagging suspicious transactions potentially linked to money laundering activities, however, the project was discontinued due to budget constraints
WEBSITE ADMINISTRATOR
Sarayeh Danesh
01.2012 - 01.2013
- Maintained and updated the school's website
- Introduced online grade page where students could see their grades as soon as they were available.
MATHEMATICS TEACHER
Sarayeh Danesh
01.2012 - 01.2013
- Taught two classes per semester on basic mathematics subjects
- In charge of 60 students in terms of teaching, exam and assignments.
MATHEMATICS TUTOR
Independent work
01.2007 - 01.2012
- Tutored high school students to prepare for their exams
- Teacher of nearly 50 individual students
- Achieved pass rate of 96%
Education
Coursera.org
Udemy.com
Deeplearning.AI
Deeplearning.AI
Coursera.org
MS.C. IN COMPUTATIONAL SCIENCE -
Uppsala University
Uppsala01.2017
B.S. IN APPLIED MATHEMATICS -
IUST(Iran University of Science And Technology)
Iran01.2012
Skills
- Statistical Analysis and Machine Learning
- Large Language Models
- Python
- R
- Git, GitLab, Gerrit
- Linux
- SQL
- MATLAB
- Tableau
Websites
Languages
Persian/Farsi
Proficient
C2
English
Advanced
C1
Swedish
Intermediate
B1
Timeline
DATA SCIENTIST
Ericsson
10.2017 - Current
Data Scientist Intern
Swedbank
10.2016 - 09.2017
WEBSITE ADMINISTRATOR
Sarayeh Danesh
01.2012 - 01.2013
MATHEMATICS TEACHER
Sarayeh Danesh
01.2012 - 01.2013
MATHEMATICS TUTOR
Independent work
01.2007 - 01.2012
Coursera.org
Udemy.com
Deeplearning.AI
Deeplearning.AI
Coursera.org
MS.C. IN COMPUTATIONAL SCIENCE -
Uppsala University
B.S. IN APPLIED MATHEMATICS -
IUST(Iran University of Science And Technology)
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