Founded AI-driven edtech startup transforming uploaded classroom/course materials into personalized adaptive micro-lessons.

• Designed system architecture with RAG pipelines, pgvector embeddings, and Canvas LMS integration to automate personalized learning paths.
• Managed MVP build, beta testing with 23 users, and B2B outreach to universities for partnership opportunities.
• Led product vision, user research, and go-to-market strategy for scaling adaptive learning solutions.

Directing a university-wide AI competition in partnership with the Provost's Office and Student Government, engaging 100+ students across disciplines.

• Directed 100+ students across engineering, design, and business to design AI prototypes addressing campus challenges in safety, accessibility, and efficiency.
• Oversaw event logistics, outreach, and marketing strategy with PR and Events Committees to secure broad participation.
• Guided interdisciplinary teams through ideation, prototyping, and demo day presentations showcasing innovative AI solutions.

Led a team of four to write and present comprehensive equity research on General Mills, Inc. (NYSE: GIS) for the CFA Institute competition.

• Created DCF, DDM, relative valuation analysis, and Monte Carlo simulation to formulate a buy recommendation.
• Wrote 16-page institutional-quality equity research report and comprehensive presentation slide deck.
• Presented pitch in front of a panel of CFA Charterholders from the CFA Society of Iowa, demonstrating deep financial analysis skills.

Conducted market research and financial analysis to identify investment opportunities in emerging industries for venture capital funding decisions.

• Conducted comprehensive market research and financial analysis to identify high-potential investment opportunities across emerging industries.
• Developed revenue projections, market sizing models, and investment theses to evaluate startups for VC funding.
• Presented concise investment memos to senior professionals, demonstrating strong analytical and presentation skills essential for VC roles.

Built a collaborative platform prototype during hackathon, integrating authentication, real-time collaboration, and backend services.

• Coordinated technical and non-technical tasks across team members, delivered MVP within 24 hours under tight deadlines.
• Built collaborative platform with authentication, real-time features, and robust backend architecture.
• Gained experience in product ideation, engineering teamwork, and rapid execution in competitive environment.