Joshgun Guliyev

Bis 2024, Data Scientist Intern, Amazon
Saarbrücken, Germany

Skills

Wissenschaftliche Mitarbeit
PostgreSQL
LiNear
Kundenzufriedenheit
Modell
Stochastik
Docker
Produktion
Python pandas
Statistik
Projektmanagement
MySQL
Business Development
Apache Hadoop
Kubernetes
Testing
R Programmiersprache
Praktikum
Predictive Modeling
Cluster
Deep Learning
Partnermanagement
Schreiben
Zeit
Analyse
Amazon S3
Internationales Business Development
Softwareentwicklung
Selenium
Neugier
Problemlösung
Empfehlungssysteme
Industrietechnik
Künstliche Intelligenz
Unternehmensplanung
Datenanalyse
Serie
Klassifizierung
GitLab
Redshift
LSTM
GPT
HuggingFace
anomaly detection
Transformers
Maschinelles Lernen
Business Analytics
Algorithmus
Amazon Elastic Compute Cloud
Forschung und Entwicklung
Python
SQL
Data Science
Machine Learning
Big Data
Mathematics
Git
Artificial intelligence
Data Analysis
Deep learning
MS Office
Statistics
SPSS
Microsoft Power BI
Natural Language Processing
TensorFlow
Neural Networks
Outlook
Apache Spark
Tableau Software
Data acquisition
R programming language
Computer Vision
Optimization
Linear Programming
AWS
PyTorch
scikit-learn
Keras
Pandas
NumPy
LLMs
Curious
Problem Solving
Ownership
Analytical thinking
Bias for action
Customer obsession
English Language
German language
Turkish language
Leadership
Responsible
Motivation
Team work
Communication skills
Empathy
ambitious
Flexibility
Presentation skills
willingness to learn
Fast learner
ability to work under pressure
Curiosity
Customer orientation
Engineering
Supply Chain
Analytics
Research and Development
Business Intelligence
German
ETL
Forecast
ML
Cloud Computing
Microsoft Excel
Data Cleaning
Dashboards
Programming Language
Statistical Analysis
Predictive modeling

Timeline

Professional experience for Joshgun Guliyev

  • 7 months, Sep 2023 - Mar 2024

    Data Scientist Intern

    Amazon

    • Created stochastic estimation framework with Deep Learning and probabilistic machine learning for the EU logistics network of Amazon which has 15M EUR cost-saving potential. It was reducing the run time of the optimization process and enabling to evaluate 10K changes less than 1 second with more than 95% accuracy. • Machine Learning and Optimization with Python and AWS. • • Handling huge amounts of data and variables, and creating data-light predictive models to optimize the delivery network.

  • 2 years and 4 months, Apr 2021 - Jul 2023

    Machine Learning Research Assistant

    DFKI GmbH

    • Developed deep learning framework for text classification by using Glove embeddings, Tensorflow, and Scikit-Learn. • Built and deployed autoencoder-decoder framework for anomaly detection by using Tensorflow, increased performance from 84% to 92%. • Fine-tuned and customized pre-trained NLP models (T5, BERT, GPT) for text summarization with HuggingFace, Pytorch. • • Built a depth-wise web-scrapping tool by using Beatifulsoup and Selenium.

  • 2 years and 4 months, Apr 2021 - Jul 2023

    Machine Learning Research Assistant

    DFK GmbH & Co. KG

  • 5 months, Feb 2019 - Jun 2019

    Data Analyst in Project Management

    STP LLC

    • Created dashboards and reports to present and explain trends in production data in the project management team by Tableau, Power BI. • Providing predictive analysis, A/B testing, and preparing statistical and analytical reports for PMs with R and Python. • • • Assisting PMs with predictive analysis, optimization in the time and cost objective, and planning.

  • 5 months, Feb 2019 - Jun 2019

    Data Analyst in PM Intern

    LIPtec GmbH

  • 1 year and 4 months, Sep 2017 - Dec 2018

    Data Analyst

    Vita Trading LLC

    • Data cleaning, statistical analysis of data, supply chain analytics. • Performed predictive modeling, data-driven forecasting, and Data analytics using Python, R, and Tableau. • • Implemented different machine learning algorithms for time-series forecasting including RNN, LSTM, and other classical ML algorithms.

  • 1 year and 4 months, Sep 2017 - Dec 2018

    Data Scientist

    Vita Trading GmbH

Educational background for Joshgun Guliyev

  • 3 years and 7 months, Nov 2019 - May 2023

    Data Science and Artificial Intelligence

    Universität des Saarlandes

  • 4 years and 11 months, Sep 2014 - Jul 2019

    Industrial Engineering and Operations Research

    Baku Engineering University

Languages

  • English

    Fluent

  • German

    Intermediate

  • Turkish

    First language

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