Gan Jin

Gan Jin

Additive Manufacturing · Resin R&D · AI Solutions

Additive Manufacturing · Resin R&D · AI Solutions

Seoul, KR

Available for work

jingan.gabriel@gmail.com

About me

My background is in 3D printing and material development for dental applications—from printable resin formulation and process optimization to the CAD/CAM workflows that connect digital design to clinical delivery, including exocad-based prosthetic routines.

I've also built periapical image segmentation models and implant stability prediction pipelines from scratch, giving me a grounded understanding of where AI adds real value in clinical workflows and where it falls short.

With five years of bachelor's training in stomatology and six years of hands-on experience dialing in 3D printing parameters and material properties during doctoral and postdoctoral training, my focus has always been on whether a digital workflow delivers results that are clinically reliable and materially sound.

Selected publications

Experience

Seoul, KR

Prosthodontics Dept., College of Dentistry, Yonsei University

Sep 2025 – Present

Research Assistant Professor

  • Investigated the effects of varying resin formulations and component ratios on the mechanical properties and cytotoxicity of 3D-printed materials.

  • Developed a DMAHDM-based flexible 3D-printable antimicrobial resin with excellent elastic recovery by customizing resin composition to achieve a suitable Tg and optimizing printing parameters.

  • Developed a fully automated AI pipeline trained on real patient records, integrating an image segmentation model and XGBoost regression to identify tooth anatomical structures in periapical radiographs and predict implant stability (ISQ).

Seoul, KR

Prosthodontics Dept., College of Dentistry, Yonsei University

Sep 2023 – Jul 2025

Post-doc Researcher

  • Synthesized a fluoride-releasing complex and successfully incorporated it into a urethane acrylate-based resin, demonstrating a potent anti-S. mutans effect and sustained fluoride ion release over a one-month observation period.

  • Synthesized DMAHDM (dimethylaminohexadecyl methacrylate) as the antimicrobial agent and incorporated it into a urethane acrylate-based resin, showing excellent anti-S. mutans and anti-C. albicans activity maintained after 5,000 thermocycling cycles.

  • Collaborated in developing a dimensionless computational metric for objective smile classification to support AI-driven digital smile design automation.

Seoul, KR

Prosthodontics Dept., College of Dentistry, Yonsei University

Sep 2019 – Jul 2023

Doctoral Reseacher

  • Laboratory workflow optimization for CAD/CAM and 3D printing applications.

  • Research experience on optimizing digital dentistry workflows, involving intraoral scanning, bite registration, and 3D printing accuracy.

  • Investigated factors that contribute to the outcome of the 3D printed objects, including resin formulation, printing parameters, post-processing protocols.

  • Deep understanding and hands-on experience in characterization including NMR, HPLC-MS, GC-MS, FTIR, IC, SEM/EDS, XPS, DLS, and rheometry; mechanical property testing (ISO 4049, ISO 20795-1); cytotoxicity assays (ISO 10993-5/-12); and antimicrobial assays against S. mutans and C. albicans.

Zhejiang, CN

Dental Dept., Zhejiang Provincial People's Hospital

Jan 2018 – Jul 2019

Clinical Training (Dentistry)

  • Clinical rotations across Endodontics, Periodontics, Oral and Maxillofacial Surgery, and Prosthodontics

  • Hands-on experience including caries restoration, root canal therapy, scaling, surgical extraction of impacted third molars, and tooth preparation and restoration delivery for crowns and inlays.

Education

Seoul, KR

2019 – 2023

Ph.D. in Dental Science

Prosthodontics Dept., College of Dentistry, Yonsei University

Shandong, CN

2014 – 2019

Bachelor of Stomatology

Shandong First Medical University(Shandong Academy Of Medical Sciences)

Participated Research Grants

Center for Convergence Research on Taste–Oral Functions

National Research Foundation of Korea (2024–2031)

Yonsei–UMP Industry-Academic Cooperation

Korean International Cooperation Agency (2023–2025)

Systematic Development of Antibacterial 3D Printing Resin

Yonsei University Dental Biomaterials Institute (2023–2025)

Development of artificial teeth similar to natural teeth for dentures and dental models with a hybrid polymer material with improved wear resistance and customized design based on AInalytics Individual Qualification (GAIQ)

Korea Medical Device Development Fund (2021–2025)

Personally customized 3D printing dental prosthesis engineering with antimicrobial nanomaterials for oral disease treatment

National Research Foundation of Korea (2021–2026)

Development of AI-based data integration platform and clinical application tools for digital dentistry

Korea Health Industry Development Institute (2020–2023)

A prospective comparative clinical study to evaluate the safety and effectiveness of a digital manufacturing method of complete denture based on 3D printing technology

Korea Medical Device Development Fund (2020–2023)

Awards

The Korean Academy of Prosthodontics

Best Oral Presentation Award, May 2021

The Korean Academy of Prosthodontics

Best Oral Presentation Award, Dec 2021

Korean Society for Dental Materials

Best Oral Presentation Award, Nov 2024

Intellectual Property

Periodontal Condition Monitoring Device and Operation Method Thereof

Korean Intellectual Property Office, 2023

A biosensor-integrated implant monitoring device that detects peri-implantitis, peri-implant mucositis, and alveolar bone recovery status in real time by sensing leukocyte surface markers, cytokines, and osteoblast/osteoclast concentrations.

Articles & publications