# Neel Somani > Researcher & Entrepreneur ## About Neel Somani is a researcher and entrepreneur focused on machine learning, formal methods, and blockchain technology. ## Background - Education: UC Berkeley, triple major in math, computer science, and business (graduated 2019) - Published research in computer security at UC Berkeley - Former Software Engineer at Airbnb - Former Quant Researcher at Citadel (commodities group) - Founder of Eclipse (2022): Ethereum's fastest L2, powered by the SVM, raised $65M - Angel investor in multiple $1B+ crypto protocols - Current focus: philanthropy and machine learning research ## Site Structure ### Homepage - URL: https://www.neelsomani.com - Overview of Neel's background, career, and current work ### Research - URL: https://www.neelsomani.com/research - Selected research projects: - Symbolic Circuit Distillation (2025): Prove equivalence between human-readable programs and weight-sparse LLM circuits - Cuq (2025): Formal verifier for safety properties of Rust CUDA kernels - PrivGuard (2022): Type system to enforce privacy regulations (GDPR, HIPAA) - Duet (2019): Language and type system for static differential privacy enforcement - Link to full CV at UC Berkeley ### Press - URL: https://www.neelsomani.com/press - Media coverage and press mentions ## External Links - X/Twitter: https://x.com/neelsomani - Substack blog: https://www.neelsomaniblog.com - GitHub: https://github.com/neelsomani - Google Scholar: https://scholar.google.com/citations?user=wvvgDUoAAAAJ - UC Berkeley research page: https://www.ocf.berkeley.edu/~neel/ - Neel Somani Scholarship: https://www.neelsomanischolarship.com/ - Eclipse on Crunchbase: https://crunchbase.com/organization/eclipse-2e42 - Angel investments portfolio: https://www.chordventures.com/portfolio - Instagram: https://www.instagram.com/neelsalami/ - TikTok: https://tiktok.com/@neelsalami - LinkedIn: https://linkedin.com/in/neelsomani - Crunchbase profile: https://www.crunchbase.com/person/neel-somani-68e3 ## Research Areas - Machine learning - LLM interpretability - Formal methods and verification - Type systems - Differential privacy - Computer security - Blockchain technology ## Contact Connect via X: @neelsomani