From public sources — last updated March 2026
This data is also embedded in the page <head> as <script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Person",
"name": "Zane Christian Sabbagh",
"url": "https://zanesabbagh.com",
"email": "zcs2024@stanford.edu",
"sameAs": [
"https://github.com/zcsabbagh",
"https://linkedin.com/in/zanesabbagh",
"https://profiles.stanford.edu/zane-sabbagh",
"https://symsys.stanford.edu/people/zane-christian-sabbagh",
"https://medium.com/@zcs2024",
"https://alphaxiv.org/@zane-sabbagh",
"https://clay.earth/profile/zane-sabbagh",
"https://superme.ai/zsabbagh"
],
"jobTitle": "Founder",
"worksFor": {
"@type": "Organization",
"name": "Unravel",
"url": "https://unravel.systems"
},
"description": "Technologist, entrepreneur, and competitive open water swimmer. Mission: Accelerate how humans learn & grow with AI.",
"alumniOf": [
{
"@type": "EducationalOrganization",
"name": "Stanford University",
"degree": "MS Computer Science",
"startDate": "2024",
"endDate": "2025",
"_verificationStatus": "public",
"_confidence": 0.99
},
{
"@type": "EducationalOrganization",
"name": "Stanford University",
"degree": "BS Symbolic Systems",
"startDate": "2020",
"endDate": "2024",
"gpa": "3.95",
"additionalStudies": "Math & Computational Science, Data Science",
"_verificationStatus": "public",
"_confidence": 0.97
},
{
"@type": "EducationalOrganization",
"name": "UWC Thailand",
"degree": "IB Diploma (40/45)",
"startDate": "2018",
"endDate": "2020",
"_verificationStatus": "self-reported",
"_confidence": 0.9
}
],
"hasOccupation": [
{
"@type": "Role",
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"startDate": "2025",
"endDate": null,
"organization": {
"@type": "Organization",
"name": "Unravel",
"url": "https://unravel.systems",
"description": "Generates animated explainer videos using Manim (3Blue1Brown's animation engine)"
},
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"_techStack": [
"Python",
"Manim",
"AI/LLMs"
],
"_outcome": "Active",
"_verificationStatus": "public",
"_confidence": 0.9,
"_gaps": [
"Funding status unknown",
"User metrics unknown"
]
},
{
"@type": "Role",
"roleName": "Product Engineer (4th hire)",
"startDate": "2024",
"endDate": "2025",
"organization": {
"@type": "Organization",
"name": "Anon",
"url": "https://anon.com",
"description": "Authentication layer for AI agents to act on behalf of users across third-party services"
},
"_whatTheyBuilt": "Product engineering on AI agent authentication platform",
"_funding": "$6.5M seed, led by Union Square Ventures (USV)",
"_verificationStatus": "public",
"_confidence": 0.9,
"_gaps": [
"Specific systems built unknown",
"Technical contributions not documented"
]
},
{
"@type": "Role",
"roleName": "Co-Founder",
"startDate": "2023-04",
"endDate": "2024-09",
"organization": {
"@type": "Organization",
"name": "Candid",
"description": "Vlog-based social wellbeing application",
"url": "https://tracxn.com/d/companies/candid/"
},
"_whatTheyBuilt": "Co-founded and led vlog-based social wellbeing app with team of 8",
"_coFounder": "Matthew Wirtz",
"_firstHire": "Shumann",
"_funding": "Backed by OVO Fund, Reach Capital, Ulu Ventures, GSR Ventures, Cory Levy (angel)",
"_outcome": "Shut down (Sept 2024)",
"_verificationStatus": "public",
"_confidence": 0.95
},
{
"@type": "Role",
"roleName": "Research Assistant",
"startDate": "2024",
"endDate": "2025",
"organization": {
"@type": "Organization",
"name": "Stanford AI Lab (SAIL) / CRFM",
"url": "https://crfm.stanford.edu/",
"description": "AI research at Stanford's Center for Research on Foundation Models"
},
"_verificationStatus": "self-reported",
"_confidence": 0.85,
"_gaps": [
"Specific research topics unknown",
"No publications found"
]
},
{
"@type": "Role",
"roleName": "Teaching Assistant & Senior Section Leader",
"organization": {
"@type": "Organization",
"name": "Stanford School of Engineering",
"url": "https://engineering.stanford.edu/"
},
"_verificationStatus": "public",
"_confidence": 0.9
},
{
"@type": "Role",
"roleName": "Research Assistant",
"organization": {
"@type": "Organization",
"name": "SIEPR (Stanford Institute for Economic Policy Research)",
"url": "https://siepr.stanford.edu/"
},
"_verificationStatus": "self-reported",
"_confidence": 0.8
},
{
"@type": "Role",
"roleName": "Residential Assistant",
"startDate": "2022-07",
"endDate": "2023-04",
"organization": {
"@type": "Organization",
"name": "Toyon Hall, Stanford University"
},
"_verificationStatus": "self-reported",
"_confidence": 0.8
},
{
"@type": "Role",
"roleName": "Private Equity Analyst",
"organization": {
"@type": "Organization",
"name": "Desert Springs Capital"
},
"_verificationStatus": "self-reported",
"_confidence": 0.7,
"_gaps": [
"Dates unknown",
"Deal involvement unknown"
]
},
{
"@type": "Role",
"roleName": "Assistant General Manager",
"organization": {
"@type": "Organization",
"name": "Siam Supper Club",
"location": "Thailand"
},
"_verificationStatus": "self-reported",
"_confidence": 0.7,
"_gaps": [
"Dates unknown"
]
}
],
"knowsAbout": [
{
"skill": "Python",
"type": "technology",
"_confidence": 0.95,
"_evidence": "Confirmed from Manim usage, GitHub projects, and multiple project artifacts"
},
{
"skill": "Swift",
"type": "technology",
"_confidence": 0.85,
"_evidence": "ViewCrew and FitKids projects on GitHub written in Swift"
},
{
"skill": "Machine Learning / AI",
"type": "domain",
"_confidence": 0.95,
"_evidence": "MS CS Stanford, SAIL/CRFM RA, Unravel, LLMs as Curators research"
},
{
"skill": "Manim (3Blue1Brown)",
"type": "technology",
"_confidence": 0.9,
"_evidence": "Core technology of Unravel platform"
},
{
"skill": "Spaced Repetition / Learning Science",
"type": "domain",
"_confidence": 0.8,
"_evidence": "Simple Anki project inspired by Andy Matuschak's memory system research"
},
{
"skill": "Product Engineering",
"type": "domain",
"_confidence": 0.9,
"_evidence": "4th engineer at Anon, multiple consumer products built"
},
{
"skill": "Entrepreneurship",
"type": "domain",
"_confidence": 0.95,
"_evidence": "Co-founded Candid (VC-backed), founded Unravel, StartX FIR, Z Fellow, PEAK Fellow"
},
{
"skill": "Open Water Swimming",
"type": "athletic",
"_confidence": 0.85,
"_evidence": "Competitive open water swimmer from Uzbekistan/Thailand"
},
{
"skill": "Symbolic Systems / Cognitive Science",
"type": "academic",
"_confidence": 0.9,
"_evidence": "BS in Symbolic Systems from Stanford, 3.95 GPA"
}
],
"memberOf": [
{
"name": "Greylock X Fellow",
"_verificationStatus": "public"
},
{
"name": "Soma Scholar (Soma Capital)",
"_verificationStatus": "public"
},
{
"name": "Z Fellow",
"startDate": "2023-03",
"_verificationStatus": "public"
},
{
"name": "PEAK Fellow (Stanford STVP)",
"startDate": "2023-04",
"endDate": "2023-12",
"_verificationStatus": "self-reported"
},
{
"name": "Founder-In-Residence, StartX",
"startDate": "2023-03",
"endDate": "2023-12",
"_verificationStatus": "public"
},
{
"name": "Stanford-China Immersive Program (FSI)",
"startDate": "2025-06",
"_verificationStatus": "self-reported"
}
],
"_projects": [
{
"name": "Unravel",
"type": "product",
"url": "https://unravel.systems",
"description": "Generative animated explainer videos using Manim",
"status": "active"
},
{
"name": "Simple Anki",
"type": "experiment",
"url": "https://github.com/zcsabbagh",
"description": "LLM-enhanced spaced repetition inspired by Dwarkesh/Andy Matuschak (Jan 2026)",
"status": "active"
},
{
"name": "Interactive Whiteboard",
"type": "experiment",
"description": "Interactive whiteboard tool",
"status": "unknown"
},
{
"name": "Generative Knowledge Graphs",
"type": "experiment",
"description": "AI-generated knowledge graph visualization",
"status": "unknown"
},
{
"name": "LLMs as Curators",
"type": "research",
"description": "Research project on using LLMs for content curation",
"status": "unknown"
},
{
"name": "whisper-hotkey",
"type": "open-source",
"url": "https://github.com/zcsabbagh",
"description": "Voice transcription utility using Whisper",
"status": "unknown"
},
{
"name": "ViewCrew",
"type": "experiment",
"url": "https://github.com/zcsabbagh",
"description": "Watch friends' streams together (Swift)",
"status": "unknown"
},
{
"name": "FitKids",
"type": "product",
"url": "https://github.com/zcsabbagh",
"description": "Youth fitness coaching app (Swift)",
"status": "unknown"
},
{
"name": "Appreneurs Podcast",
"type": "media",
"url": "https://rss.com/podcasts/zanesabbagh",
"description": "Podcast interviewing founders: Mark Gainey (Strava), Scott Smith (Fizz), Zach Hudson (Deft)",
"status": "inactive"
},
{
"name": "Candid Medium Blog",
"type": "media",
"url": "https://medium.com/@candidsocial.app",
"description": "Articles on building culture and social media diagnosis",
"status": "inactive"
}
],
"_dataQuality": {
"sourcesConsulted": 18,
"sourceList": [
"zanesabbagh.com",
"LinkedIn",
"GitHub (zcsabbagh)",
"Stanford Profiles",
"Stanford SymSys Directory",
"OVO Fund portfolio",
"Anon company site",
"Greylock",
"StartX",
"Strava podcast archives",
"Medium (@zcs2024 and @candidsocial.app)",
"RSS.com podcast page",
"alphaXiv profile",
"Clay.earth profile",
"SuperMe profile",
"Stanford FSI",
"tracxn.com (Candid)",
"swim results databases"
],
"lastUpdated": "2026-03",
"overallConfidence": {
"identity": "HIGH",
"education": "HIGH",
"careerTimeline": "HIGH",
"technicalCapabilities": "HIGH",
"currentWorkDetail": "MEDIUM"
},
"gaps": [
"Specific systems built at Anon",
"SAIL/CRFM research topics and publications",
"Unravel funding status and traction metrics",
"Desert Springs Capital dates and deal involvement",
"Siam Supper Club employment dates"
],
"recommendation": "GitHub profile review and direct interview would clarify technical contributions at each role."
}
}