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Youngtak Jo

Resume

I am a founder, product owner, and full-stack builder focused on turning complex, unstructured real-world problems into scalable, production-grade software platforms.

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Experience

Period Organisation Role Projects
Seoul Wrtn Technologies Current

Agent Developer, Coding Agent Team

  • Lead ontology-driven AI agent development on the Coding Agent team.
  • Continue to develop Consilience and apply its knowledge-graph code intelligence to the team's product.
  • (to be filled in — specific outcomes and metrics at Wrtn)
Consilience
Seoul Independent — solo product Ongoing

Solo founder and engineer — Consilience

  • Built the world's first general-purpose ontology OS alone, from research through to commercial release: roughly 468,000 hand-written lines, seven languages, signed macOS and Windows builds. Solo · shipped commercially
  • Measured all 500 SWE-bench Verified tasks on the official harness, and isolated the scaffold's own contribution at 54% → 76% with the model and a 50-task set held fixed. 78.80%
  • Ranked first on the official DP-Bench leaderboard for table structure recognition, above Upstage, AWS, LlamaParse, Microsoft and Google. TEDS-S 98.11
Consilience
Seoul Freelance and personal projects

Full-stack engineer — Anthropic and OpenAI hackathons

  • Selected for the final 230 of roughly 13,000 applicants in Anthropic's Built with Opus 4.6 Claude Code hackathon, and the only Korean participant. 230 of 13,000
  • Implemented FFT, formant extraction and voiced/unvoiced detection in the browser, holding phoneme-level error under 10 Hz. ±10Hz
  • Made time-axis alignment 18× faster with a hybrid DTW, with inversion error held at zero. 422ms → 23ms
Rxly.ai Xhadow
Seoul Intergalactic Inc.

Founder and CEO · Strategy team

  • Raised venture capital, central-government R&D grants, public support funding and guarantee-backed financing. ₩1.4B+ raised
  • Graduated 23rd of 100 companies in cohort 5 of the Changgu programme run by Google and the Ministry of SMEs and Startups. 23rd of 100
  • Designed and built the whole surface — customer app, admin back office and CMS: 1,390 dynamic screens across 1,042,300 lines. 10,000+ users · ₩100M+ GMV
LOCL Vime
Seoul Hansol PNS

Senior Researcher, Standard Software Research, ITS Division

  • Proposed and built a setup that put responsive web, iOS and Android in one monorepo with Expo and Next.js, in order to cut development and maintenance cost.
  • Wrote and published the standard library and its guidelines, and trained the developers who used it.
MES Cross-platform Standard Framework
Seoul Intro

Software outsourcing and in-house product development

  • A property transaction management platform (client work)
  • Handset identification and accessory locator software (client work)
  • A personality-quiz marketing platform (in-house)
Seoul Sewon Atos

Researcher, R&D Institute

  • Trained a CNN on 32,474 crawled images with a single GPU to classify apparel categories automatically. 90%+ accuracy
  • Wrote the vector-similarity data cleansing and post-processing pipeline myself.
  • Handled the EWERP research and development that moved a Delphi-based ERP onto a cross-platform web stack.
Garment Type Classification Vision AI

Full CV

Skills

  • AI Agent Systems

    Expert

    Agent loops · tool contract design · MCP client and server (OAuth 2.1 · PKCE) · GraphRAG · Personalized PageRank · CSLS · Offline evaluation harnesses · Computer use · approval gates · threat modelling

    Consilience Wrtn Technologies Vime Xhadow Rxly.ai

  • Founding & Operating

    Expert

    Venture fundraising · government R&D grants · guarantee-backed financing · PO for a team of 10+, and the collaboration system it ran on · Legal, tax, hiring, and running a registered corporate research lab · Figma · Framer · brand identity · GA · Meta API · GTM instrumentation and reading the numbers

    Intergalactic Inc. LOCL

  • Ontology & Knowledge Graphs

    Expert

    RDF / W3C quads · named graphs · SPARQL 1.1 · Oxigraph · RocksDB · SKOS · Dublin Core · schema.org · PROV-O · GeoSPARQL · Entity resolution (union-find · embeddings · LLM adjudication) · Louvain / Leiden community detection

    Consilience Wrtn Technologies

  • Product & Full-stack

    Expert

    TypeScript · JavaScript · Python · C/C++ · C# · Java · Next.js · Nuxt.js · Vue.js · React · React Native · Expo · PostgreSQL · Supabase · AWS · GCP · Docker · UX design for ERP, CRM and LMS operational screens

    Consilience LOCL Vime MES Cross-platform Standard Framework Garment Type Classification Vision AI

  • Research Methodology & Benchmarking

    Expert

    Pre-registered hypotheses, rejection thresholds and the commit hash at registration · Paired statistical tests implemented directly (McNemar · Fisher · Wilcoxon · Holm-Bonferroni) · Same-arm controls to establish the noise floor; pooled replicates to test whether significance reproduces · Blinded LLM judge panels, false-negative controls, and deterministic scoring with no judge · Adversarial refutation rounds; null results and failures to reproduce on the public record; do-not-re-propose lists · Public benchmarks measured first-hand: SWE-bench · MuSiQue · DP-Bench · OmniDocBench

    Consilience Garment Type Classification Vision AI

  • Systems & Performance

    Advanced

    Rust (rayon · Barnes-Hut · int8 quantisation) · WebGPU / TSL compute shaders · tree-sitter code graphs · Tauri desktop · code signing · auto-update · Embedded · UART · MIDI

    Consilience INTRO — a piano teaching instrument

Education

  • Seoul, South Korea

    Seoul Youth Startup Academy, cohort 14

    Completed · Technology entrepreneurship

    • A national startup programme run by the Ministry of SMEs and Startups and the Korea SMEs and Startups Agency (KOSME)
    • Youngest admitted to the cohort; completed the full one-year programme
  • Seoul, South Korea

    Dongyang Mirae University

    B.Eng. · Computer Software Engineering

    • Exhibited in the IT category at KES (Korea Electronics Show) as team lead, 2019 and 2021
    • Taught at the university as a startup mentor after graduating; received a plaque of appreciation in 2024

Languages

  • Korean

    Native

  • English

    Fluent — professional working proficiency