Jingyu Wang

MSc Data Science @ ETH · ML Engineer @ JOSEPHA (Zürich)

ML & AI Engineering Data Science Software Engineering

Experience

Full‑stack Machine Learning Engineer — JOSEPHAMar 2025 – Present · Zurich

Pre‑seed startup building an AI‑powered shopping platform for price comparison and conversational shopping. Contributing across the stack:

  • Built production‑grade FastAPI backend with robustness, low latency, and high observability.
  • Built a modern mobile app with React Native (Expo + CNG).
  • Deployed and manage services on GCP with GitHub Actions CI/CD.
  • Designed and implemented an automated ETL pipeline for large‑scale e‑commerce feed ingestion.
  • Tuned an ElasticSearch‑based search engine that outperformed Algolia on our benchmark.
  • Prompt engineering, LLM fine‑tuning, and LLM safety evaluations.
  • Fine‑tuned Qwen‑3 4B for a classification task; deployed on GKE with vLLM.
Machine Learning Engineer Intern — JOSEPHAOct 2024 – Mar 2025 · Zurich
  • Backend features & infra across GCP/AWS; Dockerized services; CI/CD with GitHub Actions.
Research Scientist Intern — UbisoftFeb 2024 – Jun 2024 · Shanghai
  • Built GenAI text‑to‑texture tool; trained locally, deployed to Azure, integrated into production.
  • High‑fidelity material synthesis; PyTorch + C++/CUDA modules; integrated with ComfyUI.

Education

ETH Zurich — MSc Data Science

Sep 2021 – Dec 2025 · GPA 5.5/6 · Master Thesis: 5.75/6

UCBL Lyon 1 — BSc Physics (Joint)

Sep 2019 – Jun 2021 · Avg 18.1/20 · Rank 1/100 · Distinguished Graduate

Wuhan University — BSc Physics (Joint)

Sep 2017 – Jun 2019 · GPA 3.97/4.00 · Rank 1/197 · National Scholarship

Skills

Programming

PythonJavaScriptC++CUDAShellPyTorchTensorFlowscikit-learnLangChainpandasReact Native

Data & Infra

PostgreSQLSQLAlchemyApache SparkPySparkElasticSearchMongoDBFirestoreGCPAWSAzure AIDockerCI/CD

Tooling & Methods

LinuxGitHub ActionsOpenCVhuggingfaceSDvLLMScrumPresentationDocumentation

Languages

English (C1)French (C1)Chinese (native)German (A2)

Certificates

Azure AI Engineer AssociateIBM Data Science Professional

Publications

RISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering

3DV 2025 (accepted)

Relightable Information‑Sharing SDF for glossy object inverse rendering; achieves SOTA in reconstruction, material estimation & relighting.

3D VisionNeRF/SDF

Project page · GitHub · arXiv

CHORD: Chain of Rendering Decomposition for PBR Material Estimation from Generated Texture Images

SIGGRAPH Asia 2025 (accepted)

Production‑oriented pipeline for generating consistent material maps from prompts; integrated and evaluated with artists and art directors.

GraphicsDiffusion

Project page · GitHub · arXiv

Contact

Email: Click to reveal email

Location: Zurich, Switzerland · Permit B (eligible for employment)