Growth marketing operator · AI systems builder

I turn messy growth work into measurable operating systems.

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Scale, with context

Numbers are only useful when the denominator is visible.

A one-month operating snapshot from multi-location aesthetic-clinic work. Results came from coordinated marketing, CRM, customer-service, creative, and branch teams — not one person acting alone.

Rp90M+

ad budget managed in one month

Paid-media responsibility across active clinic campaigns.

4,600+

qualified prospects in one month

Qualified means the prospect had already asked about price through WhatsApp.

2,100+

new patients acquired in one month

A multi-team outcome across marketing, CRM, customer service, and clinic operations.

6

clinic branches coordinated

Campaign, offer, follow-up, and reporting rhythms across Central and West Java.

Figures come from internal monthly reports. Proof shown here is redacted or anonymized; selected-campaign performance is not presented as a portfolio-wide average.

One connected operating loop

Acquire. Convert. Operate. Compound.

The work is less about isolated channels and more about making the handoffs between demand, follow-up, decisions, and learning reliable.

  1. 01

    Acquire

    Create qualified demand with accountable channel strategy, offers, and campaign testing.

    Meta Ads · Google Ads · TikTok Ads · local demand
  2. 02

    Convert

    Turn attention into structured conversations, follow-up, and customer-service handoffs.

    WhatsApp CRM · segmentation · message systems
  3. 03

    Operate

    Give teams a shared cadence for briefs, execution, KPI visibility, and next actions.

    Dashboards · reporting · content operations
  4. 04

    Compound

    Preserve decisions and reuse context through knowledge systems, automation, and AI agents.

    Second brain · AI workflows · GEO

Selected work

Proof before polish.

Three views into the same operating challenge: acquire demand, convert it through WhatsApp, then make performance legible to leadership.

01Clinic Growth System

Scaling Clinic Marketing Across 6 Branches

Growth operator across paid media, branch coordination, CRM, content, and reporting.

Outcome
Supported growth operations across 6 branches in Central Java and West Java.
Evidence
Rp90M+ ad budget managed in one month. 4,600+ qualified WhatsApp prospects in one month.
3 redacted proof assetsRead the case study
Redacted monthly marketing report screenshot for multi-branch clinic marketing performance.Monthly marketing report
02WhatsApp Conversion Engine

Turning WhatsApp Into a Lead Conversion Engine

CRM and WhatsApp marketing strategist for high-volume local-business lead follow-up.

Outcome
Generated 4,600+ qualified WhatsApp prospects in one month with the wider team.
Evidence
4,600+ qualified WhatsApp prospects in one month. 26.1% reported response rate from WhatsApp broadcast campaigns.
2 redacted proof assetsRead the case study
Redacted WhatsApp broadcast reporting screenshot with response and failed delivery metrics.WhatsApp broadcast reporting
03KPI Reporting Framework

Making Marketing Performance Visible to Leadership

Marketing analytics operator translating activity into budget visibility and decision cadence.

Outcome
Improved leadership visibility into paid media, CRM, and campaign performance.
Evidence
Rp90M+ ad budget managed in one month. Selected monthly aesthetic-clinic and skincare campaigns reported ROAS up to 50x internally.
3 redacted proof assetsRead the case study
Simulated anonymized leadership KPI tracker portfolio proof for marketing performance review.Leadership KPI tracker

Selected builds

Built, not just discussed.

Independent products and collaborative marketing systems, with public and internal work labeled honestly.

Independent build

DSI Marketing System

02

Internal system

Immoderma CS Copilot

An internal assistance concept for helping customer-service teams access approved service and campaign context more consistently.

View build notes
04

Internal system

Marketing Command Centre

An internal Discord workspace concept for keeping marketing context, approvals, and subdivision handoffs in one operating layer.

View build notes

DSI systems are collaborative work, not sole-author claims.

View build notes

How I think

Principles for useful systems.

A practical filter for deciding what to build, measure, automate, or leave alone.

01

Instrument the handoff

Most growth leaks happen between teams and tools, not inside a single channel dashboard.

02

Context before claims

Define the window, audience, source, and attribution before presenting a number as proof.

03

Automate repetition, not judgment

Use AI to compress production drag while keeping decisions, accountability, and taste human-readable.

04

Leave a system behind

The best intervention keeps helping after the campaign meeting or individual operator moves on.

GEO / AI search visibility

Make the brand easier for people and AI to explain.

Clear entities, structured pages, credible proof, useful FAQs, and recurring prompt tests — not an AI-content volume play.

See the GEO approach
Editorial portrait of Bryan Perdana, an Indonesia-based growth marketing operator and AI systems builder.

About Bryan

Marketer by training. Operator by habit. Builder by necessity.

I’m an Indonesia-based growth marketer moving deeper into AI systems and product building. My strongest work connects channel strategy with the less glamorous parts that make growth repeatable: follow-up, reporting, documentation, and team handoff.

Open to roles and collaborations where marketing operations, AI systems, and practical building overlap.