Educational Outreach

Workshops and talks at the intersection of data, music, and technology. I bring hands-on demos, real datasets, and practical takeaways, not slides full of buzzwords.

Topics

Data & Analytics

• DuckDB for Analysts, Why DuckDB is replacing pandas for local analytics
• Healthcare Data Standards, Intro to OMOP CDM, FHIR, and clinical data pipelines
• Building with AI APIs, Practical Claude/LLM integration for real applications

Music & Technology

• Music as Data, How I built a 41K-track music library with automated metadata enrichment
• Carnatic Rhythm in Electronic Music, Nadai, korvai, and how ancient rhythmic math maps to modern production

FDA & Regulatory

• SaMD Regulatory Pathways, 510(k), De Novo, PMA for software as a medical device
• FDA Data Analysis, Using public FDA data to inform regulatory strategy

Formats

• Workshop (2–4 hours), Hands-on, bring your laptop, build something real
• Talk (30–60 min), Conference or meetup presentation with live demos
• Lunch & Learn (1 hour), Casual team session, great for corporate settings
• Multi-session Course, Deep dive series across multiple weeks

Pricing

• Talk, $100–$200
• Half-day Workshop, $200–$300
• Full-day Workshop, $300–$500

Community events, student groups, and nonprofits, let's talk. I'm flexible on pricing for good causes.

Book a Session

Book a free consult with the topic, audience size, and preferred format, and I'll put together a tailored outline.

Project-Based

• Curriculum package, Full course design + materials + delivery (N sessions), $500–$1,000
• Train-the-trainer, Materials + 1 live session + facilitator guide so your team can run it, $300–$500