
Joshgun Guliyev
Skills
Timeline
Professional experience for Joshgun Guliyev
• 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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