Amanuel Moges Shumye
Tilburg
Summary
Industrial Engineer, specialized in Transport and Supply Chain (MSc.) with a solid academic foundation and one and a half years' experience in Operations Research and Data Analytics. Eager to further refine my skills & establish a thriving career in the fields of Operations Research & Data Science.
Overview
1
1
year of professional experience
1
1
Certification
Work History
Operations Research Specialist
Bluerock TMS BV
11.2022 - Current
- Developed Python scripts to model business logics and functional requirements of logistic carriers
- Configured a traffic planning algorithm for ad-hoc testing of various simulated scenarios
- Developed Python scripts that calculate several logistic KPIs and generate performance reports in the form of spreadsheets, charts and tables
- Carried out cleaning, processing, and analysis of parcel scan data from logistics carriers across Europe
- Built analytic dashboards on a TMS SaaS platform and on Apache Superset using PostgreSQL as a back-end DBMS
- Involved in the migration of SQL queries and functions to dynamic DBT models
- Optimized the performance of data processing scripts and database queries.
Education
Master of Science - Industrial Engineering And Management
University of Twente
Enschede, The Netherlands09.2022
Pre-Masters - Industrial Engineering
Bilkent University
Ankara, Turkey07.2020
Bachelor of Science - Industrial Engineering
University of Gaziantep
Gaziantep, Turkey07.2019
Skills
- Python
- PostgreSQL
- Pandas
- Numpy
- Matplotlib
- SimPy
- Gurobi
- PySpark
- SparkML
- Plant Simulation
- SourceTree
Languages
Amharic
Proficient
C2
Turkish
Proficient
C2
English
Proficient
C2
Dutch
Beginner
A1
Publications
Minimizing Solid Waste Collection Routes Using Ant Colony Algorithm: A Case Study in Gaziantep District,
Dergipark Journal of Transportation and Logistics, 2021
Istanbul University
Certification
- Algorithmic Toolbox, UC SanDiego
- Fundamentals of Scalable Data Science, IBM
- Applied Data Science lab, WorldQuant University (in progress)
Timeline
Operations Research Specialist
Bluerock TMS BV
11.2022 - Current
Master of Science - Industrial Engineering And Management
University of Twente
Pre-Masters - Industrial Engineering
Bilkent University
Bachelor of Science - Industrial Engineering
University of Gaziantep
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