Yue X.
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Yue X. Email & Phone Number

Location: Munich, Bavaria, Germany 10 work roles 2 schools
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Current company
Role
Data Engineer
Location
Munich, Bavaria, Germany
Company size

Who is Yue X.? Overview

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Quick answer

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.

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Allianz Digital Health GmbH

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Profile bio

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.

Current workplace

Yue X.'s current company

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Allianz Digital Health GmbH
Allianz Digital Health Gmbh
Data Engineer
Munich, BY, DE
Website
Employees
42
AeroLeads page
10 roles

Yue X. work experience

A career timeline built from the work history available for this profile.

Data Engineer

Current

Unterföhring, Bavaria, Germany

May 2023 - Present

Master Thesis

Munich, Bavaria, Germany

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.

Sep 2022 - Feb 2023

Data Engineer

Unterföhring, Bavaria, Germany

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

Apr 2022 - Dec 2022

Data Scientist

Munich, Bavaria, Germany

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.

Sep 2021 - Feb 2022

Student/Research Assistant

Munich, Bavaria, Germany

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

Apr 2021 - Oct 2021

Student Assistant

Munich, Bavaria, Germany

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)

Dec 2019 - Sep 2021

Research Assistant At The “The Robotics Lab”

Nanjing, Jiangsu, China

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

Jun 2018 - Jul 2019

Data Analysis Intern

Nanjing, Jiangsu, China

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.

Jul 2018 - Dec 2018

Java-Web Software Engineer

Beijing, China

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

Jun 2017 - Dec 2017
Team & coworkers

Colleagues at Allianz Digital Health GmbH

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2 education records

Yue X. education

Master'S Degree, Elite Program: Data Science, 1.4 (Sehr Gut)

An Elite Data Science program carried out by the Statistics and Informatics Institute of LMU, which is also accompanied by the support of.

Bachelor Of Science - Bs, Information And Computing Science (Embedded Software), Graduated Among The Best 10% Of The Program (Ranking: 5/59)

An Interdisciplinary bachelor program led by the Department of Physical and Mathematical Sciences. The selected lectures are listed below.

FAQ

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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