Claims document agent: split bundles, extract cited fields, review low-confidence outputs, and generate claim artifacts.
Technologies Used:
TypeScriptReactSupabasePostgreSQLGeminiExtend AIshadcnVercel
Seth Lim
Singapore-based AI deployment and GTM operator. I combine enterprise sales, customer discovery, workflow design, and hands-on system building to turn messy customer operations into reliable agents for real operational work.
Focused on the overlap of commercial judgment, product sense, and technical implementation.
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1,907 Contributions · 2025-26Less More
Tech Stack
Featured Projects
Open the GitHub repos for product overview, architecture notes, and implementation details.
Cold-outbound ABM sites: research accounts, tailor propositions, show 3D proof, track CTAs, and deploy fast.
Technologies Used:
Next.jsTypeScriptThree.jsABMPersonalisationAnalyticsVercel
CRM harness for sessions, tools, memory, approvals, Telegram flows, browser tasks, and evaluator traces.
Technologies Used:
Next.jsTypeScriptSupabaseAI SDKClaudeLangfusePostHogCodexTelegramVercel
GTM engine: scrape TAMs, enrich accounts, score fit, verify contacts, draft briefs, and route qualified leads.
Technologies Used:
ClayMaken8nApifySmartleadFirecrawlParallelOpenAICRM APIs
Karpathy-inspired startup marketing second brain: cited 6-hour customer/market signals for campaigns, enablement, and outbound.
Technologies Used:
VPSNotion CLIGoogle Drive CLIWhatsApp CLIQMDObsidianGitSkillsOpenClaw
Selected Experience
Founder, AI Builder
·Sunder / AI Workflow StudioSingapore
Building agentic systems across legal docs, CRM, GTM, company memory, and order intake.
Forward Deployed Strategist, Healthcare AI Workflows
·Sample HealthcareSan Francisco
Mapped enterprise intake and prior-auth workflows, including review flows that reduced manual staffing needs from ~14 to ~3.
Founder, GTM Engineering
·SalescraftSingapore, San Francisco, Australia
Built AI GTM systems for 8 startups, generating $1M+ pipeline.
GTM Lead
·AirwallexSingapore
Second outbound hire for Singapore expansion; hit 200%+ quota and closed 22 logos.
Head of Business Development
·BoxoSingapore, APAC
Built seed-to-Series A enterprise traction from $0 to $450K ARR and closed 9 super-app partnerships.
BA Law, First Class Honours
·University of CambridgeWolfson College
Graduated top 10%; machine-learning sentencing dissertation awarded First Class.