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Sanjay Mukhyala

Founder of Arden (YC P26) and Research Assistant at UC Berkeley’s Statistical Artificial Intelligence Lab (SAIL)

AI AgentsLLM EvaluationQuant FinanceSOX ComplianceStartup LeadershipPredictive Modeling

About

I'm Sanjay Mukhyala, a founder and researcher currently building Arden (YC P26), where we are creating an AI-native platform for internal audit and SOX compliance. My background sits at the intersection of applied mathematics and aggressive entrepreneurship—I'm a Research Assistant at UC Berkeley’s SAIL lab focusing on LLM evaluation frameworks, and I previously co-founded an edtech startup backed by Character Capital. I’m deeply passionate about the shift from clicking interfaces to prompting outcomes and believe in using university as a canvas for high-stakes experimentation. Whether it's discussing agentic AI, quant finance, or the 'optimistic delusion' required to build something new, I'm always looking to connect with audit professionals, researchers, and fellow founders who have a bias toward action.

Networking

What I can offer

  • Technical expertise in AI agents and LLM evaluation
  • Insights into early-stage fundraising and YC
  • Rapid product sprinting and technical consulting

Looking for

  • Internal auditors and SOX compliance professionals
  • AI researchers
  • Fellow student founders and Berkeley entrepreneurs

Best fit for

Audit professionalsCompliance officersAI researchersVenture capitalists

Current Interests

Autonomous AI AgentsLLM ReliabilityEducation ReformInternal Audit InnovationVenture Capital

Background

Career

A serial founder and researcher transitioning from edtech and finance into AI-native compliance and LLM evaluation frameworks.

Education

Bachelor of Arts in Applied Mathematics (Operations Research concentration) at University of California, Berkeley.

Achievements

  • Accepted into Y Combinator P26 for Arden
  • Co-founded Breefly, backed by Character Capital at a $3M valuation
  • Risk Analyst for a fund achieving 27% YTD returns
  • Managed StreetFins content platform with 370k+ impressions

Opinions

  • Founders must have 'optimistic delusion' paired with extreme discipline.
  • College is a canvas for aggressive experimentation, not a checklist.
  • Computing is shifting from clicking interfaces to prompting outcomes.
  • Advocates for 'selling uncomfortably fast' and a heavy bias toward action.