Sudarshan Nambiar

{
  "@context": "https://schema.org",
  "@type": "Person",
  "name": "Sudarshan Nambiar",
  "url": "https://sudarshannambiar.com",
  "email": "sdrshnnmbr@gmail.com",
  "sameAs": [
    "https://github.com/sdrshn-nmbr",
    "https://linkedin.com/in/sudarshan-nambiar",
    "https://conway.ai",
    "https://huggingface.co/sdrshn-nmbr",
    "https://scholar.google.com/citations?user=EbAK8dUAAAAJ",
    "https://theorg.com/org/conway-1/org-chart/sudarshan-nambiar",
    "https://twitter.com/sdrshn_nmbr"
  ],
  "jobTitle": "Co-Founder & CEO",
  "worksFor": {
    "@type": "Organization",
    "name": "Conway",
    "url": "https://conway.ai"
  },
  "alumniOf": [
    {
      "@type": "EducationalOrganization",
      "name": "Purdue University",
      "degree": "BS Computer Engineering",
      "focus": "AI & distributed systems",
      "_verificationStatus": "public",
      "_confidence": 0.95
    }
  ],
  "hasOccupation": [
    {
      "@type": "Role",
      "roleName": "Co-Founder & CEO",
      "startDate": "2025",
      "endDate": null,
      "organization": {
        "@type": "Organization",
        "name": "Conway",
        "url": "https://conway.ai",
        "description": "Vertically integrated detection, investigation, and decisioning systems for fintechs",
        "location": "Jackson Square, San Francisco",
        "numberOfEmployees": 5,
        "tagline": "In the Business of Selling Discoveries."
      },
      "_whatTheyBuilt": "Enterprise compliance automation platform with self-improving feedback loops for fraud detection, AML, and content moderation",
      "_techStack": [
        "AI/ML",
        "Automation",
        "Python"
      ],
      "_funding": "$7M seed -- Kleiner Perkins, First Round Capital (announced Jan 12, 2026)",
      "_team": [
        "Anne Brandes (Founder)",
        "Sudarshan Nambiar (Co-Founder & CEO)",
        "Rohan Ojha",
        "Yogev Angelovici",
        "Nahom Seyoum"
      ],
      "_customers": "Neobanks to card processors",
      "_outcome": "Active",
      "_verificationStatus": "public",
      "_confidence": 0.97,
      "_gaps": [
        "Revenue and customer count unknown",
        "Specific technical architecture not publicly documented"
      ]
    },
    {
      "@type": "Role",
      "roleName": "Intern",
      "startDate": "2025-05",
      "endDate": "2025-06",
      "organization": {
        "@type": "Organization",
        "name": "Meta",
        "location": "Menlo Park"
      },
      "_duration": "~1 month",
      "_verificationStatus": "self-reported",
      "_confidence": 0.8,
      "_gaps": [
        "Team and project unknown"
      ]
    },
    {
      "@type": "Role",
      "roleName": "Intern",
      "startDate": "2025-01",
      "endDate": "2025-05",
      "organization": {
        "@type": "Organization",
        "name": "Anon",
        "url": "https://anon.com",
        "description": "AI agent authentication startup"
      },
      "_duration": "4 months",
      "_verificationStatus": "self-reported",
      "_confidence": 0.85
    },
    {
      "@type": "Role",
      "roleName": "Engineer",
      "organization": {
        "@type": "Organization",
        "name": "SignalOps"
      },
      "_verificationStatus": "self-reported",
      "_confidence": 0.7,
      "_gaps": [
        "Dates unknown",
        "Role details unknown"
      ]
    },
    {
      "@type": "Role",
      "roleName": "Engineer",
      "organization": {
        "@type": "Organization",
        "name": "ECELabs"
      },
      "_verificationStatus": "self-reported",
      "_confidence": 0.7,
      "_gaps": [
        "Dates unknown",
        "Role details unknown"
      ]
    },
    {
      "@type": "Role",
      "roleName": "Research Assistant",
      "organization": {
        "@type": "Organization",
        "name": "Purdue SERIS Research Group",
        "description": "ML model security research"
      },
      "_whatTheyBuilt": "Research on securing DNNs on edge devices from membership inference attacks using TEEs",
      "_publication": "ACM/IEEE ISLPED 2024",
      "_verificationStatus": "public",
      "_confidence": 0.95
    },
    {
      "@type": "Role",
      "roleName": "Teaching Assistant",
      "organization": {
        "@type": "Organization",
        "name": "Purdue University, ECE Department"
      },
      "_courses": [
        "Data Structures & Algorithms",
        "Advanced C Programming"
      ],
      "_verificationStatus": "self-reported",
      "_confidence": 0.85
    }
  ],
  "knowsAbout": [
    {
      "skill": "AI/Machine Learning",
      "type": "domain",
      "_confidence": 0.95,
      "_evidence": "SERIS research, Conway ML-based automation, GPT-2 implementation, ISLPED publication, Hugging Face presence"
    },
    {
      "skill": "ML Security / Trusted Execution Environments",
      "type": "domain",
      "_confidence": 0.9,
      "_evidence": "Published paper on securing DNNs from membership inference attacks using TEEs at ACM/IEEE ISLPED 2024"
    },
    {
      "skill": "Fraud Detection / AML / Compliance",
      "type": "domain",
      "_confidence": 0.9,
      "_evidence": "Conway's core product handles fraud detection, AML, and content moderation for fintechs"
    },
    {
      "skill": "Go",
      "type": "technology",
      "_confidence": 0.85,
      "_evidence": "bulletant (TigerBeetle-inspired KV vector DB) written in Go"
    },
    {
      "skill": "Python",
      "type": "technology",
      "_confidence": 0.9,
      "_evidence": "GitHub projects (gpt-2.x, Agenta, Django projects), Conway engineering repos"
    },
    {
      "skill": "C/C++",
      "type": "technology",
      "_confidence": 0.85,
      "_evidence": "TA for Advanced C Programming, btreedotcee B-tree implementation"
    },
    {
      "skill": "Distributed Systems",
      "type": "domain",
      "_confidence": 0.8,
      "_evidence": "Purdue focus area, bulletant DB project inspired by TigerBeetle"
    },
    {
      "skill": "Reinforcement Learning",
      "type": "domain",
      "_confidence": 0.75,
      "_evidence": "Dedicated reinforcement learning repository on GitHub"
    }
  ],
  "memberOf": [
    {
      "name": "Neo Scholars Finalist",
      "startDate": "2024-08",
      "_verificationStatus": "self-reported"
    },
    {
      "name": "Catapult Hackathon Judge (Purdue)",
      "startDate": "2025-04",
      "_verificationStatus": "public"
    }
  ],
  "_projects": [
    {
      "name": "Conway",
      "type": "product",
      "url": "https://conway.ai",
      "description": "Fraud detection, AML, and content moderation automation for fintechs ($7M seed)",
      "status": "active"
    },
    {
      "name": "bulletant",
      "type": "open-source",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "TigerBeetle-inspired KV vector database in Go",
      "status": "unknown"
    },
    {
      "name": "Outlify",
      "type": "product",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "Fashion app",
      "status": "unknown"
    },
    {
      "name": "Agenta",
      "type": "open-source",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "Agentic CLI tool",
      "status": "unknown"
    },
    {
      "name": "gpt-2.x",
      "type": "open-source",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "GPT-2 implementation",
      "status": "unknown"
    },
    {
      "name": "STM-Snake",
      "type": "experiment",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "Snake game using short-term memory concepts",
      "status": "unknown"
    },
    {
      "name": "btreedotcee",
      "type": "open-source",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "B-tree implementation in C",
      "status": "unknown"
    },
    {
      "name": "Djitter",
      "type": "experiment",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "Twitter clone built with Django",
      "status": "unknown"
    },
    {
      "name": "Reinforcement-Learning",
      "type": "research",
      "url": "https://github.com/sdrshn-nmbr",
      "description": "Reinforcement learning experiments",
      "status": "unknown"
    }
  ],
  "_openSourceContributions": [
    {
      "repo": "conway-engineering/claude-agent-sdk-python",
      "description": "Conway's internal Claude agent SDK"
    },
    {
      "repo": "conway-engineering/supabase-pydantic",
      "description": "Supabase Pydantic integration"
    },
    {
      "repo": "charmbracelet/glow",
      "description": "Terminal-based Markdown renderer"
    },
    {
      "repo": "excalidraw/excalidraw-mcp",
      "description": "Excalidraw MCP server"
    },
    {
      "repo": "tambo-ai/tambo",
      "description": "Tambo AI framework"
    },
    {
      "repo": "gitbutlerapp/gitbutler",
      "description": "GitButler version control client"
    }
  ],
  "_dataQuality": {
    "sourcesConsulted": 14,
    "sourceList": [
      "sudarshannambiar.com",
      "LinkedIn",
      "GitHub (sdrshn-nmbr, 33 repos)",
      "Conway website",
      "Conway seed announcement blog",
      "Kleiner Perkins portfolio",
      "First Round Capital",
      "The Org (Conway org chart)",
      "Purdue SERIS",
      "Google Scholar",
      "Hugging Face (sdrshn-nmbr)",
      "ACM/IEEE ISLPED 2024 proceedings",
      "Purdue ECE Catapult Hackathon",
      "Neo Scholars"
    ],
    "lastUpdated": "2026-03",
    "overallConfidence": {
      "identity": "HIGH",
      "education": "HIGH",
      "careerTimeline": "HIGH",
      "technicalCapabilities": "HIGH",
      "currentWorkDetail": "HIGH"
    },
    "gaps": [
      "Graduation year from Purdue",
      "Specific contributions at Meta internship",
      "Conway revenue and customer base details",
      "SignalOps and ECELabs role details and dates",
      "Specific Anon internship contributions"
    ],
    "recommendation": "Conway's growth metrics and customer testimonials would further strengthen this profile. Purdue graduation year would complete education timeline."
  }
}