Yue X. Email & Phone Number
Who is Yue X.? Overview
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Yue X. is listed as Data Engineer at Allianz Digital Health GmbH, a company with 42 employees, based in Munich, Bavaria, Germany. AeroLeads shows a matched LinkedIn profile for Yue X..
Yue X. previously worked as Data Engineer at Allianz and Master Thesis at Ludwig-Maximilians-Universität München. Yue X. holds Master'S Degree, Elite Program: Data Science, 1.4 (Sehr Gut) from Ludwig-Maximilians Universität München.
Email format at Allianz Digital Health GmbH
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About Yue X.
As a data strategist with a focus on practical applications, I am committed to bridging the gap between cutting-edge ML algorithms and real-world solutions. My expertise in data engineering allows me to design, build, and maintain efficient data pipelines, ensuring that valuable insights are extracted from raw data to drive informed decision-making. I am adept at creating scalable, fault-tolerant systems that enable organizations to manage and analyze large volumes of data effectively.In addition to my data engineering skills, my background as a data scientist has equipped me with a deep understanding of machine learning algorithms and their capabilities. I have explored various subfields such as Shallow Learning, Interpretable ML, and fairML, applying this knowledge to conduct empirical experiments and visualize data. My toolkit includes Python-based libraries like PyTorch, NumPy, Pandas, and scikit-learn, as well as the R-based mlr3 for machine learning tasks.To ensure transparent and understandable outcomes, I also prioritize model explainability by proficiently utilizing LIME and SHAP techniques. As a confident and driven professional, I consistently seek to provide innovative and effective solutions to complex problems, leveraging my combined expertise as a data strategist, data scientist, and data engineer.
Yue X.'s current company
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Yue X. work experience
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Data Engineer
Current
Master Thesis
Topic: Synthetic Data Generation and Utility Evaluation for the COVID-19 Data- Generated synthetic COVID-19 datasets using parametric, non-parametric methods, andGenerator Network based algorithm- Assessed synthetic data quality in terms of utility, ML practicability, and risk analysis- Achievement: Designed and implemented an innovative 4-step synthetic.
Data Engineer
Mainly took part in the project of developing the OCS-API, which sends recommendations for potential customers through the "Meine Allianz" App- Responsible for developing data harvesters, data belts and taking care of the databases- Responsible for conducting Production Control (discovering abnormals)- Responsible for code refactoring
Data Scientist
With a purpose to mimic and quantify visual distortion effects on medical imaging, we are carrying out a project using DNNs to study on the impact of controlled label noises in Object Detection- Implemented experiments with SSD300 and SSD512- 100% correctly labelled data from an manually-defined data generator- Studying model's resistance to random label.
Student/Research Assistant
Chair of Statistics and Data Science for the Social Sciences and Humanities at LMU.- Co-developed the “CTIS” R package, a R based global COVID19 trends of microdata and opendata API- Translated the workbooks for Big Data and Social Science from Python to R- Updating the chair website, Preparation of slides and exercises
Student Assistant
Student Assistant at the Department of Statistics (LMU) and mainly taking charge of- Communication with applicants including coordinating stuffs and sorting mails- Student support (Mainly for MSc. Data Science)- Data Science (M.Sc.) homepage design- Support for Conferences (German Data Science Day)
Research Assistant At The “The Robotics Lab”
Mainly focusing on the application of machine learning and deep learning techniques to interactive visual analysis of functional brain connectivity and engaged in interdisciplinary applications with math and neuroscience on the NAO Robotics and modelling simulation
Data Analysis Intern
I was mainly responsible for the demand research, data analysis and data mining models of the company's product projects. Through the analysis of the data, I learnt how to figure out the implicit rules and predictions of future data trends.
Java-Web Software Engineer
Mainly took charge of the organization of the corresponding forum sections and the design and framework of the webpage background program. The overall web project adopts the enterprise-level SpringMVC design framework
Colleagues at Allianz Digital Health GmbH
Other employees you can reach at allianz.com. View company contacts for 42 employees →
Dina Cassano
Colleague at Allianz Digital Health GmbhBari, Apulia, Italy, Italy
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Hector Valdés
Colleague at Allianz Digital Health GmbhTlalpan, Mexico City, Mexico, Mexico
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Shaimaa Hany
Colleague at Allianz Digital Health GmbhAlexandria, Egypt, Egypt
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Amanda Gamble
Colleague at Allianz Digital Health GmbhSurfers Paradise, Queensland, Australia, Australia
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Dominique Pinhal
Colleague at Allianz Digital Health GmbhIserlohn, North Rhine-Westphalia, Germany, Germany
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Stefan Maier
Colleague at Allianz Digital Health GmbhStuttgart Region, Germany
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Caner Yurdakul
Colleague at Allianz Digital Health GmbhIstanbul, Istanbul, Türkiye, Turkey
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Inge Jaap
Colleague at Allianz Digital Health GmbhGreater Rostock Region, Germany
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Vero Lg
Colleague at Allianz Digital Health GmbhMorfelden, Hesse, Germany, Germany
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MB
Michaela Bruckner (Geb. Ziller)
Colleague at Allianz Digital Health GmbhDachau, Bavaria, Germany, Germany
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Yue X. education
Master'S Degree, Elite Program: Data Science, 1.4 (Sehr Gut)
Bachelor Of Science - Bs, Information And Computing Science (Embedded Software), Graduated Among The Best 10% Of The Program (Ranking: 5/59)
Frequently asked questions about Yue X.
Quick answers generated from the profile data available on this page.
What company does Yue X. work for?
Yue X. works for Allianz Digital Health GmbH.
What is Yue X.'s role at Allianz Digital Health GmbH?
Yue X. is listed as Data Engineer at Allianz Digital Health GmbH.
Where is Yue X. based?
Yue X. is based in Munich, Bavaria, Germany while working with Allianz Digital Health GmbH.
What companies has Yue X. worked for?
Yue X. has worked for Allianz Digital Health Gmbh, Allianz, Ludwig-Maximilians-Universität München, Alexander Thamm Gmbh, and Ludwig-Maximilians Universität München.
Who are Yue X.'s colleagues at Allianz Digital Health GmbH?
Yue X.'s colleagues at Allianz Digital Health GmbH include Dina Cassano, Hector Valdés, Shaimaa Hany, Amanda Gamble, and Dominique Pinhal.
How can I contact Yue X.?
You can use AeroLeads to view verified contact signals for Yue X. at Allianz Digital Health GmbH, including work email, phone, and LinkedIn data when available.
What schools did Yue X. attend?
Yue X. holds Master'S Degree, Elite Program: Data Science, 1.4 (Sehr Gut) from Ludwig-Maximilians Universität München.
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