Working in clinic marketing and operations, I moved the things that are easy to miss into systems, one at a time.
The top four are what an operations console I built actually processed between January and September 2026. The bottom four are counted straight out of the repositories. Revenue and ad spend are left out, because they would identify the client.
36,076
consultations handled
AGENT CAIO · Jan-Sep 26
24,085
bookings confirmed
AGENT CAIO · Jan-Sep 26
28,412
leads in from advertising
AGENT CAIO · Jan-Sep 26
11.3M
ad impressions
AGENT CAIO · Jan-Sep 26
20.7%
booking cancellation rate
the one to drive down
12
systems I built
all work
3,993
commits
counted across 10 repos
23,555
revenue ledger rows reconciled
AI-CAIO SaaS
A cross-border patient acquisition platform, a multi-branch marketing operations console, and a revenue and funnel dashboard.
GCL Global Patient Hub / Production
International patient marketplace + coordinator CRM
The real problem was that the enquiry form and the operations screens lived apart. Now an enquiry from abroad moves into quotes and bookings, and the CRM coordinators actually work in reads the same data.
300lead plan
AGENT CAIO / Production
Multi-branch clinic marketing operations OS
Department AI agents run content, pricing, and competitor monitoring. What they produce does not go straight out, though. A gate checks the wording right before publish.
24,085bookings
AI-CAIO SaaS / Live
Multi-branch revenue and funnel analytics dashboard
Every branch ran a different CRM format, so the revenue never matched. I reconciled it so the same run returns the same number, then put channel attribution, the booking funnel, and no-show alerts on top.
13views
Compliance engineering
Most ad-law violations do not happen because someone did not know the rule. They happen because the week got busy. So I put the rules in code instead of in people's heads, and the publish path stops when one trips.
How it was built
The calls I actually made, lifted straight out of the systems above.
More things I built inside the same regulated domain: a compliance knowledge base, search operations automation, a PII gate, and office automation tools.
MSO Vault / Live
Ad-law rules, internal guidance, and raw sources were scattered everywhere, so I pulled them into one searchable place. PII defense and source immutability came with it.
SearchOps AI / MVP
A TypeScript monorepo that runs from crawl through recheck. The rule engine works without an LLM, and AI sits in a core I can swap out.
CAIO Vault Gate / WIP
A gate that re-scans for PII even when the source claims it is clean. Hardened over 3 red-team rounds, and it never writes sensitive values to logs.
Desktop Ops Automation / MVP
I moved the office work I was repeating every day into Windows scripts and Apps Script. File sorting, dashboard generation, and health checks now run on their own.
Two consumer apps I built apart from the hospital work. Payments, refunds, and push matter everywhere, so I put them through their paces here first.
간지사주 / Live
Mobile first, 256+ pages. NicePay payments with idempotent refunds, 53 database migrations, and 8 cron jobs.
Saju AI (now Dalbit Seonsaeng) / Live
The sibling build I made before Ganji Saju. Three revenue models at once, membership, coins, and collectible reports, plus five push touchpoints.
Everything, not just the three above. Filter by discipline.
12/12
GCL Global Patient Hub / Production
A patient-acquisition platform that connects Korean hospitals, treatment packages, language support, pricing, consultation intake, and partner/provider case operations.
84commits
AGENT CAIO / Production
An AI marketing operations console that coordinates ad performance, consultation funnels, content calendars, competitor pricing, and medical-ad-law gates across a clinic group's branches.
36,076consultations
AI-CAIO SaaS / Live
A multi-branch analytics platform reconciling 17 months and 23,555 revenue rows into channel attribution, booking funnels, and no-show risk views.
23,555rows reconciled
간지사주 / Live
A 256-page mobile-first fortune-telling platform with NicePay payments, coin economy, idempotent refunds, classical-text RAG, and push dispatch.
1,400commits
SearchOps AI / MVP
A TypeScript monorepo that runs crawl, analyze, workorder, and recheck loops deterministically without LLM dependence, isolating AI inside a replaceable ai-core.
16workspaces
MSO Vault / Live
An operations knowledge base that structures medical-ad-law rules, internal guidance, and raw sources behind PII defense and source immutability.
52wiki pages
CAIO Vault Gate / WIP
A security ingestion gate that re-scans PII regardless of source declarations, quarantines uncertainty, and never logs sensitive values.
126tests
Saju AI (now Dalbit Seonsaeng) / Live
A premium mobile saju app that grounds OpenAI readings with classical citations and experiments with membership, coins, and collectible reports.
223commits
Desktop Ops Automation / MVP
A suite of PowerShell, Python, and Apps Script tools for file sorting, PC health checks, daily CRM reports, and blog monitoring.
35classifier runs
AdGate / MVP
A creative pipeline that extracts brand DNA from a storefront URL, generates copy and artwork, and only emits code-rendered PNGs and a review package for what clears the medical ad-law gate.
164commits
Pooggo / MVP
A K-beauty medical tourism platform where patients abroad compare Korean clinics and treatment menus, then book. Four languages, three roles: patient, clinic, administrator.
229commits
Harness Suite / Production
A harness that splits campaign-running agent teams by domain while syncing a shared core. It is the working environment I use every day, and the rest of this portfolio was built inside it.
400commits
I work in medical and beauty, where there are rules to follow and a lot of moving parts. What I build is mostly the things people open every day: operations consoles, CRMs, price monitoring, content gates.
I try not to leave legal risk to human attention. Ad copy is screened before publish, patient data sits behind several layers, and revenue reporting returns the same number on every run.
What is here is what I can talk about. Where a screen carries client operating data, I show the architecture instead of a link.
Clinic growth, operations, compliance engineering. Send me the problem and the constraints and I will answer with what I would build and how.
konya340@gmail.com
