Muhammad Umair Ali
Abschluss: MSc, Otto-von-Guericke-Universität Magdeburg
Magdeburg, Deutschland
Über mich
A data driven enthusiast with two years of professional experience. Proficient in SQL and Python, I excel in data manipulation, preprocessing, data modeling, and data visualization. My experience in back-end development, machine learning, and cloud practices equips me to bridge technical and business needs effectively.
Werdegang
Berufserfahrung von Muhammad Umair Ali
7 Monate, Apr. 2022 - Okt. 2022
Graduate Student - Data Engineer
Jülich Super Computing Centre, Forschungszentrum Jülich GmbH
Developed automated data pipelines for extraction, transformation, and loading (ETL) from diverse sources, including HTTP APIs and AWS S3. Secure access to directories through SSH, ensuring reliable data extraction, storage, and processing with robust validation and error-handling mechanisms. Skills: Python3, Airflow, Pandas, AWS, RESTful API's, Data Lakes, CI/CD, SciPy, Docker, Active Directory Seaborn, JupyterLab, DEEP EST, Linux, Bash, SSH.
7 Monate, Sep. 2021 - März 2022
Graduate Student - Data Scientist (Recommender Service)
Jülich Super Computing Centre, Forschungszentrum Jülich GmbH
Enhanced performance and accuracy of the retail recommender system by discovering hidden and interesting patterns in a dataset comprising millions of transactions. Developed advanced machine learning algorithms to optimize the quality of recommendations, resulting in an enhanced user experience. Skills: Python3, NumPy, Pandas, Mlxtend, Scikit-learn, SciPy, Matplotlib, Seaborn, JupyterLab, Conda, Weka, RapidMiner, Linux, Bash, SSH.
1 Jahr und 5 Monate, Nov. 2014 - März 2016
Database / Web developer
Khyber Teaching Hospital
Successfully integrated backend functionalities using technologies like MySQL, optimizing data retrieval and storage for improved website performance. Collaborated closely with the design team to ensure seamless integration of UI/UX elements, resulting in a visually appealing and cohesive website layout. Skills: Python, HTML, CSS, JavaScript, Django
Ausbildung von Muhammad Umair Ali
7 Jahre und 3 Monate, Apr. 2016 - Juni 2023
Data & Knowledge Engineering
Otto-von-Guericke-Universität Magdeburg
4 Jahre und 3 Monate, Nov. 2010 - Jan. 2015
Bachelor of Computer Science
Institute of Management & Sciences
Sprachen
Englisch
Fließend
Urdu
Muttersprache
German
Gut