Scott Campit

About Scott Campit

I help startups and SMBs build their AI systems and turn ideas into launched products.I founded Torchstack in 2025 to do this, assembling a team of software engineers, full-stack developers, AI engineers, and data scientists to help companies rollout AI products and internal systems. Working as Head of Technology at Miraei AI, I helped build data and AI infrastructure for clinical trial intelligence systems. It was a privilege to work alongside that team, and that experience deepened how I think about building enterprise AI and data products.Now I\'m back at Torchstack full-time, offering fractional CTO and CAIO services, AI strategy assessments, and full project delivery for companies building with AI. We\'ve helped companies across healthcare, biotech, cybersecurity, real estate, and logistics build custom AI solutions and integrate AI into their operations.If you\'re evaluating whether AI makes sense for your business, or if you\'re working on something where experienced AI leadership could help, let\'s talk.

Experience

1. Founder

   Torchstack

   Oct 2024 — Present · San Francisco, CA, US

   We are a product agency that consists of AI engineers, data scientists, developers, designers, creatives, and strategists that help businesses build and deploy proof-of-concepts to production. We partner with businesses end-to-end, supporting teams in technology, data, and AI-heavy domains. As Torchstack\'s founder, I offer additional advisory services and fractional CTO and CAIO services to help companies accelerate their AI initiatives.Highlights:• Partnered with early-stage startups to define technical roadmaps, prioritize MVP features, and deliver scalable AI prototypes under tight timelines.• Oversaw full-stack execution of AI-driven products, from data ingestion and modeling to deployment and monitoring across cloud platforms (AWS).• Led technical hiring, onboarding, and vendor evaluation for clients without in-house engineering leadership, ensuring team scalability and code quality.• Integrated AI capabilities such as computer vision, semantic search, and LLM-based automation into existing client workflows to boost product differentiation.• Acted as a strategic advisor to founders and PMs, translating business goals into actionable technical plans while de-risking architecture decisions.

Education

• University of Michigan - Rackham Graduate School

  Doctor of Philosophy - PhD

• San Francisco State University

  Bachelors of Science (B.S.)

Skills

• C++
• Optical Rotation
• R
• Teaching
• Microsoft Office
• Nmr Spectroscopy
• Molecular & Cellular Biology
• Human Physiology
• Biology
• Biochemistry
• Leadership
• Python
• Polarized Light Microscopy
• Organic Chemistry
• Organic Synthesis
• Hplc
• Git
• Microsoft Powerpoint
• Research
• Circular Dichroism
• Chemistry
• Linux
• Human Anatomy
• Github
• Microbiology
• Bioinformatics
• Microsoft Word