vincentkoc Vincent Koc
Chief Architect 🦞 @openclaw Ex @qantasairways @airbytehq @microsoft | Lecturer @mit | Ethical Hacker | FIrst Responder
EVIDENCE BASE
50
Repositories
4478
Commits
4158
Files analyzed
56
Technologies
302
Evidence
60
Active months
Based on 50 repository passports · 34/50 current
ENGINEERING PROFILE
Frontend58%
Backend55%
Testing41%
DevOps64%
CORE TECHNOLOGIES
HR: name + projects · Lead: + files/LOC · persistence Core≥4
Python Core
LANGUAGE · 15/50 repos · 1530 files · 167641 LOC
Depth 70 · HIGH
TypeScript Core
LANGUAGE · 16/50 repos · 739 files · 192611 LOC
Depth 70 · HIGH
JSON Core
LANGUAGE · 15/50 repos · 430 files · 90366 LOC
Depth 70 · HIGH
Pydantic Core
LIBRARY · 5/50 repos · 422 files · 14086 LOC
Depth 62 · HIGH
Markdown Core
LANGUAGE · 34/50 repos · 415 files · 33430 LOC
Depth 70 · HIGH
Vitest Recurring
TESTING · 2/50 repos · 211 files · 59848 LOC
Depth 53 · HIGH
YAML Core
LANGUAGE · 25/50 repos · 205 files · 132055 LOC
Depth 70 · HIGH
Shell Core
LANGUAGE · 13/50 repos · 132 files · 23900 LOC
Depth 70 · HIGH
JavaScript Core
LANGUAGE · 14/50 repos · 73 files · 11490 LOC
Depth 70 · HIGH
React Recurring
FRAMEWORK · 2/50 repos · 32 files · 5465 LOC
Depth 74 · HIGH
Zod Recurring
LIBRARY · 3/50 repos · 29 files · 5616 LOC
Depth 96 · HIGH
pytest Core
TESTING · 7/50 repos · 29 files · 3523 LOC
Depth 74 · HIGH
Go Recurring
LANGUAGE · 2/50 repos · 27 files · 19884 LOC
Depth 70 · HIGH
ESLint Core
QUALITY · 8/50 repos · 22 files · 30399 LOC
Depth 73 · HIGH
Next.js Recurring
FRAMEWORK · 3/50 repos · 18 files · 6229 LOC
Depth 58 · HIGH
Click Recurring
LIBRARY · 2/50 repos · 14 files · 3033 LOC
Depth 58 · HIGH
TOML Core
LANGUAGE · 11/50 repos · 14 files · 543 LOC
Depth 70 · HIGH
debug Recurring
LIBRARY · 2/50 repos · 12 files · 4550 LOC
Depth 78 · HIGH
Prettier Core
QUALITY · 6/50 repos · 12 files · 12766 LOC
Depth 68 · HIGH
npm Core
BUILD_TOOL · 12/50 repos · 12 files · 120 LOC
Depth 80 · HIGH
FastAPI Core
FRAMEWORK · 5/50 repos · 9 files · 3238 LOC
Depth 62 · HIGH
Jest Emerging
TESTING · 1/50 repos · 8 files · 1155 LOC
Depth 53 · HIGH
Redis Recurring
CACHE · 3/50 repos · 8 files · 542 LOC
Depth 73 · HIGH
Poetry Core
BUILD_TOOL · 7/50 repos · 7 files · 70 LOC
Depth 80 · HIGH
Dockerfile Core
LANGUAGE · 6/50 repos · 7 files · 147 LOC
Depth 70 · HIGH
Requests Recurring
LIBRARY · 3/50 repos · 6 files · 1147 LOC
pip Core
BUILD_TOOL · 6/50 repos · 6 files · 60 LOC
Depth 80 · HIGH
pnpm Core
BUILD_TOOL · 6/50 repos · 6 files · 60 LOC
Depth 80 · HIGH
PowerShell Emerging
LANGUAGE · 1/50 repos · 5 files · 1038 LOC
Depth 70 · HIGH
React Router Emerging
LIBRARY · 1/50 repos · 5 files · 362 LOC
Depth 74 · HIGH
PHP Emerging
LANGUAGE · 1/50 repos · 5 files · 509 LOC
Depth 70 · HIGH
Uvicorn Core
LIBRARY · 5/50 repos · 4 files · 1426 LOC
Depth 58 · HIGH
MongoDB Recurring
DATABASE · 3/50 repos · 4 files · 641 LOC
Depth 67 · HIGH
Terraform Emerging
LANGUAGE · 1/50 repos · 4 files · 85 LOC
Depth 70 · HIGH
Yarn Recurring
BUILD_TOOL · 2/50 repos · 2 files · 20 LOC
Depth 80 · HIGH
Elasticsearch Emerging
DATABASE · 1/50 repos · 2 files · 414 LOC
Depth 65 · HIGH
Go Modules Recurring
BUILD_TOOL · 2/50 repos · 2 files · 20 LOC
Depth 80 · HIGH
Express Emerging
FRAMEWORK · 1/50 repos · 2 files · 156 LOC
Depth 62 · HIGH
pandas Emerging
LIBRARY · 1/50 repos · 2 files · 680 LOC
Depth 62 · HIGH
NumPy Emerging
LIBRARY · 1/50 repos · 1 files · 87 LOC
Depth 58 · HIGH
Axios Emerging
LIBRARY · 1/50 repos · 1 files · 79 LOC
Depth 58 · HIGH
go-toml Emerging
LIBRARY · 1/50 repos · 1 files · 164 LOC
Depth 65 · HIGH
Vite Emerging
BUILD_TOOL · 1/50 repos · 1 files · 16 LOC
Depth 44 · HIGH
SQL Emerging
LANGUAGE · 1/50 repos · 1 files · 164 LOC
Depth 70 · HIGH
C Emerging
LANGUAGE · 1/50 repos · 1 files · 42 LOC
Depth 70 · HIGH
Jinja2 Recurring
LIBRARY · 2/50 repos · 1 files · 43 LOC
Composer Emerging
BUILD_TOOL · 1/50 repos · 1 files · 10 LOC
Depth 80 · HIGH
Apache Kafka Emerging
MESSAGE_BROKER · 1/50 repos · 1 files · 318 LOC
Depth 61 · HIGH
Webpack Emerging
BUILD_TOOL · 1/50 repos · 1 files · 2905 LOC
Depth 37 · HIGH
Starlette Emerging
FRAMEWORK · 1/50 repos · 0 files · 0 LOC
mypy Core
QUALITY · 4/50 repos · 0 files · 0 LOC
python-dotenv Recurring
LIBRARY · 3/50 repos · 0 files · 0 LOC
Black Emerging
QUALITY · 1/50 repos · 0 files · 0 LOC
esbuild Recurring
BUILD_TOOL · 2/50 repos · 0 files · 0 LOC
Ruff Core
QUALITY · 4/50 repos · 0 files · 0 LOC
HTTPX Emerging
LIBRARY · 1/50 repos · 0 files · 0 LOC
ENGINEERING HABITS
containerizationobserved
automated_testsobserved
documentationobserved
lintingobserved
formattingobserved
continuous_integrationobserved
Not observed ≠ does not know
PROJECT PORTFOLIO
tokenjuice ESLint
dotskills Shell
awesome-openclaw Markdown
dexscraper pip
natilius Prettier
synthetic-user-research Markdown
openamnesia npm
ACTIVITY & OWNERSHIP
Active months 60
Commits 4478
Owner authored 86%
PRIMARY PROFILE — HR VIEW
Full-stackPython · TypeScript · JSONHigh ownership
In 30 sec: direction — full-stack, core — Python · TypeScript · JSON, 50 repos 2013 — 2026. No LOC or files — stability only.
DEVELOPER SIGNATURE
PythonTypeScriptJSONPydanticMarkdownHigh ownership
TECHNOLOGY EVOLUTION
2023
JavaScript · React
2024
TypeScript · Next.js
2025
TypeScript · PostgreSQL
2026
TS + Next
COMMUNITY / IMPACT not a skill rating
Stars 1345
Forks 243
Watchers 26
EVERYTHING ABOVE IS TRACEABLE
50 repositories · 4478 commits · 4158 files · 302 evidence
Absence of a technology in the passport does not imply lack of experience