The SIP Conference is designed to introduce students and early-career professionals in quantitative fields to drug development and careers in the pharmaceutical industry and regulatory agencies. It also offers a valuable opportunity for students to engage with the field of clinical statistics and connect with professionals and peers. Highlights: Short Courses (Aug 19): AI in Health: Foundations, Use Cases and Pitfalls; An Overview of Machine Learning Methods for Survival Data Keynotes & Plenaries: Speakers from FDA, industry, and academia Poster session: Great chance for students/interns to showcase their work Mentor/Mentee Program: Participants will have the opportunity to be paired with experienced professionals for mentorship, career guidance, and networking.