Xue Bai - Machine Learning Intern

Q: Where is Xue based?

Xue is based in Marktredwitz, Germany .

Q: What languages does Xue speak?

Xue speaks the following languages: Chinese (Native), English (Advanced) .

Q: How many years of experience does Xue have?

Xue has at least 6 years of experience. During this time, Xue has worked in at least 7 different roles and for 4 different companies . The average length of individual experience is 1 year and 11 months . Note that Xue may not have shared all experience and actually has more experience.

Q: What is Xue's latest experience?

Xue's most recent position is Machine Learning Intern at SCHERDEL GmbH .

Q: What companies has Xue worked for in recent years?

In recent years, Xue has worked for SCHERDEL GmbH , Chengdu Tencent Cloud Co., Ltd. , and Sichuan Radio & Television .

Q: Which industries is Xue most experienced in?

Xue is most experienced in industries like Media, Entertainment and Publishing , Education , and Information Technology (IT) . Xue also has some experience in Manufacturing , Transportation and Logistics , and Automotive .

Q: Which business areas is Xue most experienced in?

Xue is most experienced in business areas like Product Development , Operations , and Business Intelligence . Xue also has some experience in Customer Service , Supply Chain Management , and Production/Manufacturing .

Q: Which industries has Xue worked in recently?

Xue has recently worked in industries like Media, Entertainment and Publishing , Education , and Information Technology (IT) .

Q: Which business areas has Xue worked in recently?

Xue has recently worked in business areas like Product Development , Operations , and Business Intelligence .

Recommended expert

Marktredwitz, Germany

Experience

Sep 2025 - Sep 2025

1 month

Machine Learning Intern

SCHERDEL GmbH

Developed a Python-based automated technical documentation module using RAG technologies.
Evaluated accuracy of different LLM/RAG models on domain-specific technical documentation.
Contributed to a YOLO-based object detection workflow for 17 custom object classes (data collection, LabelImg annotation, dataset split, training, parameter tuning, and prediction analysis).

Jan 2025 - Dec 2025

1 year

Dynamic Production Line Simulation

Built a full-year discrete-event simulation for a German packaging company using 45,000+ real orders.
Modeled production flow, machine routing, setup matrices, changeover logic, maintenance schedules, and MTBF/MTTR-based breakdowns.
Designed KPIs including throughput, utilization, lead time, and queue buildup.
Delivered insights on investment strategy for replacing aging machines and improving ergonomic workflow and cost efficiency.

Jan 2025 - Dec 2025

1 year

Real-Time OEE Monitoring System

Built an Arduino-based system with buttons and LEDs to simulate machine operational states.
Implemented timestamped serial communication to record production, setup, and downtime events.
Wrote Python scripts to compute OEE metrics (availability, performance, quality) and visualize system behavior mirroring industrial MES/OEE logic.

Jan 2024 - Dec 2025

2 years

Independent Math Tutor

Improved student performance through customized problem-solving frameworks.
Enhanced communication and teaching skills valuable for client interactions.

Sep 2021 - Jul 2023

1 year 11 months

Supply Chain Product Manager

Chengdu Tencent Cloud Co., Ltd.

Collaborated with medical, technical, and supply chain teams to analyze and optimize workflows across ERP-WMS-HIS systems.
Increased data transparency by 89% through process redesign and coding rule standardization.
Improved warehouse inbound/outbound efficiency by 30% through route optimization and process alignment.
Gained experience directly relevant to analyzing manufacturing processes and identifying efficiency bottlenecks.

Jul 2019 - Aug 2021

2 years 2 months

Product Manager

Sichuan Radio & Television

Conducted behavioral data analysis to understand user patterns and optimize content delivery.
Worked with engineering teams to improve backend workflows and tagging structures.
Strengthened communication skills applicable to consulting-style AI deployment.

Jan 2019 - Jun 2019

6 months

Product Management Intern

Didi Chuxing

Processed 1,000+ incident reports, identifying workflow inefficiencies and improving processing speed.
Reduced service downtime by 40% by updating compliance and risk signals.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Education (2 years), Information Technology (2 years), Media and Entertainment (2 years), Manufacturing (1 year), and Transportation (0.5 years).

Education

Information Technology

Media and Entertainment

Manufacturing

Transportation

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Product Development (4.5 years), Operations (3 years), Customer Service (2 years), Supply Chain Management (2 years), Business Intelligence (2 years), and Production (1 year).

Product Development

Operations

Customer Service

Supply Chain Management

Business Intelligence

Production

Summary

Master's student in Applied AI with hands-on experience in Python automation, machine learning workflows, and manufacturing process analysis.

Worked on computer vision tasks (YOLO), RAG-based technical documentation automation, and large-scale production simulation for a German packaging company.

Strong analytical skills and communication experience gained through cross-functional collaboration at Tencent and SCHERDEL. Motivated to apply AI to improve efficiency, ergonomics, and operational performance in manufacturing environments.

Skills

Programming & Data: Python (Pandas, Data Automation), Sql, Scikit-learn
Ai & Ml: Yolo Object Detection Workflow, Rag Documentation, Ml Pipelines
Process & Industrial Analysis: Production Simulation, Mtbf/mttr, Oee Metrics
Tools: Power Bi, Excel (Advanced), Vb, Visio (Bpmn), Axure
Engineering Tools: Autocad
Enterprise Systems: Erp/wms Integration (Tencent Cloud)

Languages

Chinese

Native

English

Advanced

Education

Mar 2025 - Present

Technische Hochschule Deggendorf

M.Sc., Applied AI for Digital Production Management · Applied AI for Digital Production Management · Deggendorf, Germany

Sep 2016 - Jun 2019

Chongqing University

M.Sc., Logistics Engineering · Logistics Engineering · Chongqing, China

Sep 2012 - Jun 2016

Chongqing University of Science and Technology

B.Sc., Mechanical Design, Manufacturing & Automation · Mechanical Design, Manufacturing & Automation · Chongqing, China

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Xue based?

Xue is based in Marktredwitz, Germany.

What languages does Xue speak?

Xue speaks the following languages: Chinese (Native), English (Advanced).

How many years of experience does Xue have?

Xue has at least 6 years of experience. During this time, Xue has worked in at least 7 different roles and for 4 different companies. The average length of individual experience is 1 year and 11 months. Note that Xue may not have shared all experience and actually has more experience.

What roles would Xue be best suited for?

Based on recent experience, Xue would be well-suited for roles such as: Machine Learning Intern, Dynamic Production Line Simulation, Real-Time OEE Monitoring System.

What is Xue's latest experience?

Xue's most recent position is Machine Learning Intern at SCHERDEL GmbH.

What companies has Xue worked for in recent years?

In recent years, Xue has worked for SCHERDEL GmbH, Chengdu Tencent Cloud Co., Ltd., and Sichuan Radio & Television.

Which industries is Xue most experienced in?

Xue is most experienced in industries like Media, Entertainment and Publishing, Education, and Information Technology (IT). Xue also has some experience in Manufacturing, Transportation and Logistics, and Automotive.

Which business areas is Xue most experienced in?

Xue is most experienced in business areas like Product Development, Operations, and Business Intelligence. Xue also has some experience in Customer Service, Supply Chain Management, and Production/Manufacturing.

Which industries has Xue worked in recently?

Xue has recently worked in industries like Media, Entertainment and Publishing, Education, and Information Technology (IT).

Which business areas has Xue worked in recently?

Xue has recently worked in business areas like Product Development, Operations, and Business Intelligence.

What is Xue's education?

Xue holds a Master in Applied AI for Digital Production Management from Technische Hochschule Deggendorf, a Master in Logistics Engineering from Chongqing University and a Bachelor in Mechanical Design, Manufacturing & Automation from Chongqing University of Science and Technology.