Xue B.
Machine Learning Intern
Experience
Sep 2025 - Sep 2025
1 monthMachine 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 yearDynamic Production Line Simulation (Academic Project)
- 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 yearReal-Time OEE Monitoring System - Arduino + Python
- Built an Arduino-based system with buttons and LEDs to simulate machine operational states.
- Implemented timestamped serial communication to record Production / Setup / 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 yearsIndependent 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 monthsSupply 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.
- Applied experience to analyze manufacturing processes and identify efficiency bottlenecks.
Jul 2019 - Aug 2021
2 years 2 monthsProduct 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 monthsProduct 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.
Languages
Chinese
NativeEnglish
AdvancedEducation
Mar 2025 - Present
Technische Hochschule Deggendorf
M.Sc. · Applied AI for Digital Production Management · Deggendorf, Germany
Sep 2016 - Jun 2019
Chongqing University
M.Sc. · Logistics Engineering · Chongqing, China
Sep 2012 - Jun 2016
Chongqing University of Science and Technology
B.Sc. · Mechanical Design, Manufacturing & Automation · Chongqing, China
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