Samuel Spiegel,

• Building Open Tab.

If I told you it'd be no fun.

• Conducting literature review across academic and industry sources to map how consulting firms adopt, depend on, or resist AI across their internal operations and client advisory practices.
• Analyzing a broad sample through an established classification framework examining the spectrum of AI integration, from active utilization to full reliance to outright rejection, and the organizational factors driving each posture.

• Designing electrical systems and programming embedded systems for autonomous unmanned aerial systems (UAS) competing in the international SUAS Competition.
• Developing hands-on experience in power management, circuit design, and embedded systems.

• Co-leading Ignite, a selective AI incubator launching Fall 2026 that pairs high-potential student ventures with seasoned industry mentors to architect and deploy production-grade AI systems.
• Working on AI projects within Babson's interdisciplinary AI lab (C. Dean Metropoulos Institute for Technology & Entrepreneurship) presented to alumni for funding.

• Developing coding projects for charitable causes through Code for a Cause initiative.
• Contributing technical skills to social impact projects while building proficiency in software development alongside other student developers and entrepreneurs.

• Designing and developing high-performance web experiences for clients. Projects range from $3,000–$4,000 with select monthly retainer clients.

• Built an AI-powered tennis performance sensor capturing real-time analytics during play, processing sensor data to generate personalized insights on swing speed, ball impact location, topspin, serve analysis, and match tendencies.

• Engineered a multi-agent real estate analysis platform using Python with object-oriented architecture.
• Built comprehensive data pipelines utilizing asyncio for concurrent processing, SQLite for database management, and scikit-learn for ML algorithms and predictive modeling.