LokerDollar.com by Kelvin DesmanLokerDollar.com by Kelvin Desman

LokerDollar.com

Kelvin Desman

Kelvin Desman

Remote job aggregator for Indonesian talent. I own the full stack: product, architecture, infrastructure, content pipeline, monetisation, and growth.
Architected on Next.js 15 (App Router, RSC), TypeScript, Cloudflare Workers, D1, R2, and KV — zero-runtime-latency SEO pages powered by an ahead-of-time AI enrichment pipeline
Built an autonomous CI/CD self-repair pipeline (GitHub Actions + claude-code-action@beta) that detects failures, diagnoses root cause, and pushes fixes to PRs without manual intervention
Hardened content generation CI/CD to validate frontmatter at build time; debugged a deduplication bug and threshold misconfiguration in the blog burst pipeline
Multilingual semantic search via BAAI/bge-m3 embeddings across Indonesian and English job content
Designed a freemium model (Guest / Free / Open Profile / Pro) with feed-depth gating and UU PDP compliance; scoped Talent Visibility opt-in and B2B employer discovery as monetisation pillars
Full SEO audit (72/100) — remediated JobPosting schema, canonical URL strategy, and sitemap quality
Personalisation and ranking via SQL-time weighted scoring; PostHog multivariate A/B test on hero and conversion funnel
Full observability via Sentry and Cloudflare Worker logs; resolved production cron failures (405 mismatches, AbortError timeouts)
100% of planning, implementation, and review through Claude Code — spec-driven, agentic, reproducible
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Posted May 22, 2026

Remote job aggregator for Indonesian talent. I own the full stack: product, architecture, infrastructure, content pipeline, monetisation, and growth.