Sam

Building tools at the intersection of climate finance, ESG intelligence, and AI. Based in Seoul.

Climate & Carbon Markets ESG Intelligence AI Agents Deep Research OSINT
Deep Research Hub

LibreChat orchestrating 8 tools in parallel — one query, all results in a tabbed artifact panel

Research Hub
Research Hub
self-hosted
LibreChat + Azure GPT-5.2 fires 8 tools simultaneously. Results in a side-panel artifact with tabs, search, and toggles. Code interpreter via Docker sandbox MCP.
SearXNGPerplexicaGPT ResearcherDeep Research OpenDeepSearchCyberScraperSTORMOSINT
LibreChat
LibreChat
local
Chat + Agent + MCP + Artifacts
Health
Health Dashboard
local
Real-time status of all 8 tools
GPT Researcher
GPT Researcher
local
Automated reports, Azure GPT-5.2
SearXNGPrivate metasearch — Brave, Yahoo, Yandex, Naver
PerplexicaAI search with Gemini 2.5 Flash
Deep ResearchIterative depth-first via SearXNG
OpenDeepSearchSmolAgents code agent
CyberScraper 2077AI stealth scraper (Patchright)
Stanford STORMWikipedia-style articles with citations
OSINT BundleMaigret + Holehe + theHarvester + Korean
Agent ZeroAutonomous AI agent framework with web UI
Intelligence Platforms

OSINT investigation and organizational intelligence

SpiderFootAuto-generated OSINT dossiers
OpenCTIKnowledge graph intelligence
OpenAlephInvestigative platform (FollowTheMoney)
PANODesktop graph investigation with AI
Maltego CELink analysis and visual intelligence
ClimateBrain — Climate & Carbon

Climate data platform for carbon markets and policy tracking

Carbon Registry AnalysisCross-registry carbon credit data analysis
OpenClimateDataCurated list of 50+ open climate data sources and APIs
KoSIF — Workplace Tools

Korea Sustainability Investment Framework — internal productivity and intelligence

ESG TranslatorKorean ESG document translation (LangGraph)
Bloomberg ESGTerminal-style dashboard for ESG metrics
Personnel IntelOSINT-powered ESG expert database — 72+ profiles
n8n WorkflowsInternal automation — n8n.kosif.cloud
CKC 2026 BannerConference graphics — banner.kosif.cloud
Toolchain
Video & Media
RemotionProgrammatic video in React/TS
FFmpegVideo processing & encoding
WhisperSpeech-to-text (MLX, faster-whisper)
MoviePyPython video compositing
Publication & DTP
ScribusDesktop publishing, .sla layouts
TypstModern typesetting
WeasyPrintHTML/CSS → PDF
LaTeXAcademic papers
PandocUniversal doc converter
Sam Seoul · 2026