Attribution

Guided the overall coordination of our project as PI, helping us refine the research scope and ensure our experiments followed a clear and achievable direction. He reviewed our experimental plans and milestones, worked with us to define measurable success criteria for robustness and reproducibility, and provided critical advice on applying our project to cancer-related contexts.

Contributed his expertise in microbiology and genetics, advising us on experimental design and laboratory safety. He guided us in setting up appropriate controls and screening strategies to keep our workflows reliable and reproducible, while also helping us align experimental throughput with available resources and lab capacity.

Supported the team in project planning and communication. She helped us develop iteration plans that balanced time and cost, and advised us on how to improve efficiency through parallel experiments and practical workflow management. She also mentored us on presentation and expression skills, which improved the clarity of our scientific communication.

Provide professional advice on Structural biology ,protein engineering and simulation implementations.

Centered success metrics on T/N ratio and imaging-confirmed uptake; outlined combination therapy constraints and dose-timing windows; instituted "image-before-beam" decision rule for BNCT workflows.

Locked T/N thresholds as the gate to neutron exposure; added BLI/SPR spot-checks and reproducibility specs; codified microbial safety tests (containment, kill-switch) in the runbook.

Supported us with technical expertise in laboratory methods and microbial handling. He advised on experiment reproducibility, quality control standards, and practical aspects of assay construction. He also helped us balance library design with screening capacity, ensuring that our experiments were both feasible and reliable.

He advised our assay design (split-luciferase): defined key readouts, basic controls, and pass/fail thresholds. Set an orthogonal check with BLI/SPR and adjusted plate maps and screen sizes to fit weekly runs. Outlined the mutation plan (OrthoRep for broad exploration; error-prone PCR for positional control). He also set a simple benchmark: compare AI-guided picks against an epPCR/random baseline and log results consistently.

Led the team's sponsorship and fundraising efforts, securing external support for project development. Directed education and outreach initiatives, shaping public-facing content and engagement activities. Facilitated collaboration with partner institutions and organizations, strengthening the team's visibility and external connections.

Responsible for evaluating the feasibility of research plans and integrating modeling frameworks. By combining analytical rigor with system-level thinking, she ensures that project designs are both practical and scientifically sound. Her work bridges theory and application, providing a solid foundation for experimental planning and cross-team coordination.

Led project strategy and management, setting milestones, tracking progress, and mitigating risks. Coordinated across Wet Lab, Dry Lab, Human Practices/Public Engagement, and Design teams, translating modeling insights into testable experimental protocols. Directed AI R&D by defining problem statements, building and evaluating ML models, and maintaining reproducible MLOps practices. Oversaw Dry Lab execution, including simulations, analysis pipelines, code quality, and sensitivity/error analyses. Mentored junior team members, maintained SOPs and coding/data standards, and reviewed results to ensure reliability. Actively engaged in public outreach, workshops, and partnerships while managing technical communications, resources, and collaborations with external stakeholders.

Wiki upload.

HUMAN PRACTICE: Sponsorships/outreach/promotion video/iHP/safety/IP(patent protection)
Education: Internship program, board game design, camp, iGEM week, social engagement at hospital and kindergarten
Entrepreneurship: COO(responsible for NTHU garage), business plan, pitch deck, marketing analysis, wiki design(part)

Responsible for wet lab part design, purchasing plasmids/DNA sequences, wiki writing, and performing in vivo experiments alongside another team member.

Sponsorship(scholarship)
Finance
Design & branding: logo / gif / uniform / jacket / storybook / souvenirs design
Wiki: artistic design
Education: internship program, storybook, NTSEC camp
Outreach: social media(ig)
Ihp: transcribed and organized expert interviews

Brainstorming、DL Integration、Experimental Design.

Shared previous competition experience, assisted in project management, experimental design, technical support, scheduling, and contributed to wiki documentation.

Project brainstorming, experimental design, part design, and practical wet lab verification.

Wet lab team leader
Project ideation
Part design
Experiment design
Experiment execution
Conducting interviews with takeaway mentors or related experts

Joined later in the project but quickly became a key contributor. Responsible for drafting and optimizing experimental protocols, aligning lab work with overall project goals, and contributing to the Wiki's scientific content. Assisted in Human Practices activities, including interactive science sessions with children, effectively combining precision, creativity, and teamwork.

Actively involved in project ideation, literature review, and expert outreach to shape research direction. Designed experimental flowcharts, drafted protocols, and translated modeling results into practical experiments. Managed laboratory reagent procurement and inventory, and contributed to educational programs, mentoring high-school and elementary students in synthetic biology.

Led project planning, experimental design, and Wet Lab instruction, ensuring smooth execution and successful completion of the project.

Responsible for molecular simulations and protein modeling in Dry Lab.

In this project, I've been responsible for end-to-end wiki and website design, ensuring our online presentation is clear and professional. I provide technical guidance in the Wet Lab, oversee experiment planning and scheduling, and coordinate overall project direction and strategy. I manage communication with mentors, advisors, sponsors, and industry partners, helping secure support and maintain external collaborations. On the technical side, I developed models such as the PCR iteration prediction system and contributed extensively to the content of our wiki. Additionally, I handle team coordination, personnel management, outreach with other iGEM teams, and support the team's morale and dynamics, making sure everyone stays motivated and on track.

Leading and taking responsibility for the Human Practices team. Human Practice:IHP/Outreach/Sponsorship(scholarship,Inn3D)/Presentation/Documentation/Promotion Video/Project Management/Wiki Education: Summer Internship Program/Board Game Design/Storybook Design/IGEM 10th Anniversary/NTSECxNTHU Summer Camp/Wiki Social Engagement: Hospital&Kindergarten&University

Actively contributed to the team by delivering presentations and speeches, engaging audiences on stage, and participating in brainstorming sessions for educational activities. Assisted in teaching children at the Science Education Center, helping to make science accessible and engaging through interactive activities.

Played a key role in research and documentation, including literature review, writing a comprehensive report on erythropoietin, and supporting experimental design. Gave presentations on stage to share knowledge with the team and broader audience, and contributed to fostering creativity and teamwork through active collaboration in both research and lab activities.

Contributed to Human Practices by conceptualizing text ideas and coloring for the team's picture book, and designing the associated board games and card production. Led the synthetic biology camp, integrating concepts from the picture book and board games to make synthetic biology knowledge more accessible and engaging for children.

Provided key contributions in Human Practices through illustrating the picture book, assisting in the production of board games, and supporting educational events such as the iGEM 10th Camp. Offered creative suggestions, contributed to teaching sessions, and helped make learning activities engaging for participants.

Served as the lead organizer of TurBioHacks 2025, coordinating global logistics, speaker invitations, and track design for 300+ participants. Co-led business and sponsorship development for PROTOVATE, preparing pitch decks, partnership proposals, and startup positioning. Designed and scripted the promotion video, shaping its narrative and visual storytelling. Contributed to wiki writing and project communication, ensuring clarity and coherence across subteams. Facilitated internal and cross-group meetings, aligning research and outreach progress throughout the season.

Actively contributed to the Dry Lab by searching for and organizing relevant literature, reviewing and summarizing key findings, and preparing reports based on personal understanding. Presented these insights on stage to campers, helping translate complex topics into clear and engaging explanations, and supporting the team's educational outreach.