Yutong Wu
AI Engineering Working Student
Experience
AI Engineering Working Student
Siemens AG
- Developed a fully local, privacy-friendly RAG chatbot for querying PDFs containing both text and tables.
- Enabled semantic search across multiple documents and built a user-friendly Chainlit UI with rating (1–5) and feedback functionality.
- Designed a reward model for fine-tuning the LLM based on user feedback.
AI Intern
SunSniffer GmbH & Co. KG
- Developed an intelligent chatbot using Large Language Models (LLMs), specifically ChatGPT technology, to enhance customer interaction and improve efficiency in customer service.
- Integrated LangChain for enhanced natural language processing and understanding.
- Applied pattern recognition techniques to analyze customer interaction data.
Research Assistant
Friedrich-Alexander University Erlangen-Nuremberg
- Worked as a tutor in the course Numerical Linear Algebra Algorithms.
- Supported students in the coding course and helped them with algorithm problems.
- Provided students with homework corrections and feedback every two weeks during the semester.
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 Information Technology (2 years), Energy (0.5 years), and Education (0.5 years).
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 Information Technology (2 years), Customer Service (0.5 years), and Research and Development (0.5 years).
Skills
- Programming: Python, Sql, Glif, C++, Javascript
- Frameworks: Tensorflow, Keras, Pytorch
- Libraries: Re, Scikit-learn Langchain, Llamaibdex, Chromadb, Sentence-transformers, Ollama, Matplotlib, Numpy, Pandas, Scikit-learn, Spacy, Nltk, Stanza
- Dev Tools: Visual Studio Code, Git, Gitlab, Docker, Office, Latex
Languages
Education
Friedrich-Alexander University Erlangen-Nuremberg
Master of Science, Computer Science · Computer Science · Erlangen, Germany
Chongqing University of Posts and Telecommunications
Bachelor of Science, Communication Engineering · Communication Engineering · Chongqing, China · 86/100
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