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Zane Christian Sabbagh

From public sources — last updated March 2026

STRUCTURED DATA — JSON-LD (SCHEMA.ORG + EXTENSIONS)

This data is also embedded in the page <head> as <script type="application/ld+json">

EDUCATION
Stanford University
MS Computer Science
20242025
[public]99% conf
Stanford University
BS Symbolic Systems
20202024
GPA: 3.95
[public]97% conf
UWC Thailand
IB Diploma (40/45)
20182020
[self-reported]90% conf
CAREER
Founder @ Unravel
2025present
Generates animated explainer videos using Manim (3Blue1Brown's animation engine)
Built: Platform that transforms topics into Manim-based animated explainer videos
Stack: Python, Manim, AI/LLMs
Outcome: Active
[public]90% conf
? Funding status unknown
? User metrics unknown
Product Engineer (4th hire) @ Anon
20242025
Authentication layer for AI agents to act on behalf of users across third-party services
Built: Product engineering on AI agent authentication platform
Funding: $6.5M seed, led by Union Square Ventures (USV)
[public]90% conf
? Specific systems built unknown
? Technical contributions not documented
Co-Founder @ Candid
2023-042024-09
Vlog-based social wellbeing application
Built: Co-founded and led vlog-based social wellbeing app with team of 8
Funding: Backed by OVO Fund, Reach Capital, Ulu Ventures, GSR Ventures, Cory Levy (angel)
Outcome: Shut down (Sept 2024)
[public]95% conf
Research Assistant @ Stanford AI Lab (SAIL) / CRFM
20242025
AI research at Stanford's Center for Research on Foundation Models
[self-reported]85% conf
? Specific research topics unknown
? No publications found
Teaching Assistant & Senior Section Leader @ Stanford School of Engineering
[public]90% conf
Research Assistant @ SIEPR (Stanford Institute for Economic Policy Research)
[self-reported]80% conf
Residential Assistant @ Toyon Hall, Stanford University
2022-072023-04
[self-reported]80% conf
Private Equity Analyst @ Desert Springs Capital
[self-reported]70% conf
? Dates unknown
? Deal involvement unknown
Assistant General Manager @ Siam Supper Club
[self-reported]70% conf
? Dates unknown
SKILLS & CAPABILITIES
Python(technology)95% confConfirmed from Manim usage, GitHub projects, and multiple project artifacts
Swift(technology)85% confViewCrew and FitKids projects on GitHub written in Swift
Machine Learning / AI(domain)95% confMS CS Stanford, SAIL/CRFM RA, Unravel, LLMs as Curators research
Manim (3Blue1Brown)(technology)90% confCore technology of Unravel platform
Spaced Repetition / Learning Science(domain)80% confSimple Anki project inspired by Andy Matuschak's memory system research
Product Engineering(domain)90% conf4th engineer at Anon, multiple consumer products built
Entrepreneurship(domain)95% confCo-founded Candid (VC-backed), founded Unravel, StartX FIR, Z Fellow, PEAK Fellow
Open Water Swimming(athletic)85% confCompetitive open water swimmer from Uzbekistan/Thailand
Symbolic Systems / Cognitive Science(academic)90% confBS in Symbolic Systems from Stanford, 3.95 GPA
MEMBERSHIPS & AFFILIATIONS
Greylock X Fellow[public]
Soma Scholar (Soma Capital)[public]
Z Fellow2023-03[public]
PEAK Fellow (Stanford STVP)2023-04[self-reported]
Founder-In-Residence, StartX2023-03[public]
Stanford-China Immersive Program (FSI)2025-06[self-reported]
PROJECTS
Unravel
product
Generative animated explainer videos using Manim
https://unravel.systems
Status: active
Simple Anki
experiment
LLM-enhanced spaced repetition inspired by Dwarkesh/Andy Matuschak (Jan 2026)
https://github.com/zcsabbagh
Status: active
Interactive Whiteboard
experiment
Interactive whiteboard tool
Status: unknown
Generative Knowledge Graphs
experiment
AI-generated knowledge graph visualization
Status: unknown
LLMs as Curators
research
Research project on using LLMs for content curation
Status: unknown
whisper-hotkey
open-source
Voice transcription utility using Whisper
https://github.com/zcsabbagh
Status: unknown
ViewCrew
experiment
Watch friends' streams together (Swift)
https://github.com/zcsabbagh
Status: unknown
FitKids
product
Youth fitness coaching app (Swift)
https://github.com/zcsabbagh
Status: unknown
Appreneurs Podcast
media
Podcast interviewing founders: Mark Gainey (Strava), Scott Smith (Fizz), Zach Hudson (Deft)
https://rss.com/podcasts/zanesabbagh
Status: inactive
Candid Medium Blog
media
Articles on building culture and social media diagnosis
https://medium.com/@candidsocial.app
Status: inactive
DATA QUALITY ASSESSMENT
Sources consulted: 18
Source list: 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
Last updated: 2026-03
Confidence Summary
identity:HIGH
education:HIGH
careerTimeline:HIGH
technicalCapabilities:HIGH
currentWorkDetail:MEDIUM
Known 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.
RAW JSON-LD
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  "@type": "Person",
  "name": "Zane Christian Sabbagh",
  "url": "https://zanesabbagh.com",
  "email": "zcs2024@stanford.edu",
  "sameAs": [
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    "https://linkedin.com/in/zanesabbagh",
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    "https://medium.com/@zcs2024",
    "https://alphaxiv.org/@zane-sabbagh",
    "https://clay.earth/profile/zane-sabbagh",
    "https://superme.ai/zsabbagh"
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  "jobTitle": "Founder",
  "worksFor": {
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    "name": "Unravel",
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  "description": "Technologist, entrepreneur, and competitive open water swimmer. Mission: Accelerate how humans learn & grow with AI.",
  "alumniOf": [
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  ],
  "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"
    },
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      "type": "domain",
      "_confidence": 0.95,
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    },
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      "type": "technology",
      "_confidence": 0.9,
      "_evidence": "Core technology of Unravel platform"
    },
    {
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      "type": "domain",
      "_confidence": 0.8,
      "_evidence": "Simple Anki project inspired by Andy Matuschak's memory system research"
    },
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      "type": "domain",
      "_confidence": 0.9,
      "_evidence": "4th engineer at Anon, multiple consumer products built"
    },
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    },
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    },
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      "_verificationStatus": "public"
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      "_verificationStatus": "public"
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      "startDate": "2023-03",
      "_verificationStatus": "public"
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      "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"
    },
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      "name": "Appreneurs Podcast",
      "type": "media",
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      "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."
  }
}