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.
On this page
Experience
| Period | Organisation | Role | Projects |
|---|---|---|---|
| Seoul | Wrtn Technologies Current | Agent Developer, Coding Agent Team
| Consilience |
| Seoul | Independent — solo product Ongoing | Solo founder and engineer — Consilience
| Consilience |
| Seoul | Freelance and personal projects | Full-stack engineer — Anthropic and OpenAI hackathons
| Rxly.ai Xhadow |
| Seoul | Intergalactic Inc. | Founder and CEO · Strategy team
| LOCL Vime |
| Seoul | Hansol PNS | Senior Researcher, Standard Software Research, ITS Division
| MES Cross-platform Standard Framework |
| Seoul | Intro | Software outsourcing and in-house product development
| |
| Seoul | Sewon Atos | Researcher, R&D Institute
| Garment Type Classification Vision AI |
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
-
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
-
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
-
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
-
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
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