Recommended expert

Xue Bai

Machine Learning Intern

Xue Bai
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.

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

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