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Resume





MOHAMMED AREBI


The CV can bee found in PDF format using this link: CV


Personal Profile

A motivated undergraduate who has excellent technical, leadership and organizational skills studying in a top university, Furtwangen University of Applied Sciences in a bachelor’s degree in International Business Information Systems and a resourceful and extremely motivated Data Scientist with a proven track record of solving difficult business problems which also has great experience with Programming/Software Development, Data Analytics and Machine Learning, Financial, Education and Manufacturing work environments and businesses. Utilizing my expertise in data science I have been pivotal to supporting businesses and organizations with the tools necessary to meet their goals. I like work on meaningful projects and build valuable applications in the area of machine learning. Actively Building. Always Learning.


Professional Experience


Furtwangen University of Applied Science

Furtwangen, Germany

Data Scientist

May 2022 to Present

  • Working on the KISS (Künstliche Intelligenz Service und Systeme; Artificial Intelligence Service and Systems) project at Furtwangen University of Applied Sciences

    Project Link: KISS Webpage

  • Creation of synthetic data for anomaly detection. Various data types/formats synthetically created such as time-series data with anomalies and drift, tabular data, and image data. All data was created using python and subsequent libraries, except synthetic image data which was created with the Blender 3D graphics tool along with its Python API (blenderpy).

  • Parameterization of the synthetic data creation. Various parameters created for the synthetic data creation such as the anomalies scale, percentage, if they are in chunks, one sided, or in clusters.

  • Designing and coding of a convolutional autoencoder for image anomaly detection

  • Implementation of various anomaly detection algorithms such us Isolation Forest, One-Class SVM, Autoencoders, etc.

  • Ongoing….

TDK-Micronas

Freiburg, Germany

Data Scientist Intern

September 2021 to March 2022

  • Analyzing semi-conductor defect and test data using Python on Jupyter and its subsequent libraries (Pandas, NumPy, Plotly, SciPy, statsmodels, sci-kit learn, Dash, Keras, etc.) to extract insight on defects and production processes using advanced statistical methods and machine learning algorithms.
  • Interactive dashboard creation and maintenance using Jupyter, Plotly and ipython widgets for engineers to visualize and analyze data.
  • Enhancing and updating several data analysis notebooks using several machine learning algorithms.
  • Working with Hadoop, Spark, and SQL to query data for analysis and cleaning
  • ABAP Customization on the SAP system for data transfer from SAP to Hadoop and for data manipulation
  • Collaboration with the R&D department to automate chart extraction to several PowerPoint slides using python-pptx library and ipython widgets for interactivity. Adding offset calculations for several tests using floating point arithmetic.
  • Developing further ETL functions from Hadoop to Python pandas.

Internship Certificate

Internship Certificate is in German, as the company is based in Germany. If a translation is required please write me.

Furtwangen University of Applied Science

Furtwangen, Germany

Professor Assistant

October 2020 to February 2021

  • Assisting IBS program professors with the hybrid technology
  • Tutoring for IBS students
  • Contact with students online to keep the lecture as smooth as possible, forwarding all inquiries to the professor face-to-face.
  • Organizing events for IBS students.
  • Semester Representative/Speaker (Semester Sprecher)

Moodio Ltd

Tripoli, Libya

Data Analyst Intern

January 2019 to July 2019

  • Data analyst intern, creating dashboards and reports on Power BI. Presentation to the high-level management. Writing SQL statements for data entry and retrieval. Analyzing data with R and Python.

Almaaref Private School

Tripoli, Libya

Data Manager Intern

June 2018 to December 2018

  • Managing the school database on MySQL, running SQL queries on several datasets, creating, maintaining tables, ERM models and data entry and retrieval.

Talent Center

Tripoli, Libya

English Teacher

October 2017 to May 2018

  • Teaching Elementary, Pre-Intermediate and Intermediate English at Talent Center for training and languages. (Oxford English File Curriculum).

Sofrajee

Tripoli, Libya

Delivery Driver

July 2017 to August 2017

  • Delivery guy for Sofrajee (food delivery service) , delivering all kinds of foods and drinks to all places in Tripoli.
  • Handled arrangements with restaurants and customers.

Academic Education


B.Sc. International Business Information Systems (IBS), Data Science and AI Specialization

March 2020 to July 2023

Furtwangen University of Applied Sciences
Bachelor of Science planned to be achieved: 07/2023

Irish Leaving Certificate (Grade: 85%)

September 2014 to July 2017

International School Of Martyrs
Activities and societies: Student Representatives Board, Teacher- Student Union, Tutoring for Elementary and Primary Students, Volunteering in emergency drills
Higher Subjects: Biology, Chemistry, Math, Physics, English, Arabic, Economics

Knowledge And Skills


Technical skills
   Programming: Python, SQL, HTML, CSS, Java, JavaScript
   Database Knowledge: MySQL
   ML & Data Science: TensorFlow, PyTorch, Pandas, scikit-learn, Others..
   Data Literacy: Data Analysis, Applied Statistics
   Cloud Technologies: Google Cloud Platform
   Data Visualization: Plotly, Power BI

Social skills
   Teamwork, Strong communication skills, Teaching skills, Active Listening.

Organizational skills
   Time management, Design Thinking, Analytical Thinking, Problem Solving, Highly Organized, Adaptability,
   Continuous Learning Orientation.

Languages
   Arabic (Native)
   English (C2)
   German (B1)


Areas of interest

  • Data Science
  • Data Analytics
  • Data Visualisation
  • MLOps
  • Big Data
  • Artificial Intelligence
  • Blogging

Awards And Certificates

  • International School Of Martyrs Tripoli, Libya - “Principal’s List” for excellent performance Awards
  • AXELOS - ITIL 4 Foundation
  • LearnPowerBI - Microsoft Power BI
  • LinkedIn Learning - Master Python for Data Science

Additional Information And Extracurricular Activity

  • Organized bake sales and bazars in my senior year and lead the student/teacher union.
  • Background on HTML and flash.
  • Participated in the Libyan afforestation campaign planting trees in several Libyan cities.
  • Helped organize and coordinate with the school to carry out safety drills.
  • Tutored younger students biology and physics in school for a few weeks.
  • Participated in the world youth day in Libya, helping with preparation and activities during the event.
  • Volunteering in a robotics event in Tripoli, Libya helping explain the main concept to visitors.
  • Conducted a seminar at the Libyan Academy in Janzour with Talent center regarding English language history and culture.
  • Volunteered as a coordinator at the annual event by ‘I am Tawfik’ to raise money for orphans.
  • Design Thinking and Problem-Solving Workshops with Professor Wolfgang Grather
  • Online courses on Agile Management and Leadership