Ronald Adrian Sarinas
AI & Automation Specialist
I build autonomous systems that replace manual work with intelligent pipelines. Content generation, ad creative, chatbots, workflow automation, CRM integration -- all built from scratch using AI tools and deployed to production. Everything on this page was built by one person and an AI partner.
Manila, Philippines | 8PM-5PM PHT = 8AM-5PM EST | sarinasmedia@gmail.com
Why Agentic Workflows
Traditional Tools
Traditional automation tools get the job done -- until they don't. n8n workflows crashed, broke silently, and couldn't handle the complexity a real pipeline demands.
The Partnership
Agentic workflows change the game. The AI reasons, remembers context, and adapts. You direct the vision -- it builds the execution. A partnership, not a drag-and-drop canvas.
Mastering
Every capability learned in context, not from a course. The system grows smarter with every session -- memory, skills, APIs, agents -- all compounding.
Shipping
Build, ship, repeat. Dashboards, ad creatives, landing pages, chatbots -- all flowing out of one pipeline. This is what agentic workflows make possible.
What I Shipped
A complete content-to-revenue pipeline for DuberyMNL, a sunglasses brand. Every piece built from scratch -- captions, images, ads, landing pages, chatbot.
Caption Gen Prompt Writer Image Gen HITL Review Meta Ads CRM
D
DuberyMNL
Sponsored
Fresh cut. Clean fit. Bagay na bagay.
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D
DuberyMNL
Sponsored
The fit just hit. Dubery Polarized.
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D
DuberyMNL
Sponsored
Nakaabot ka sa peak. Pero papikit-pikit ka pa rin?
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D
DuberyMNL
Sponsored
Weekend mode: activated. Shades: on.
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D
DuberyMNL
Sponsored
Two flavors. One crew. Rasta Series.
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D
DuberyMNL
Sponsored
See the Philippines clearly. Polarized lenses.
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AI-generated ad creatives running live on Meta Ads. Built from phone photos -- no studio, no photographer, no designer.

AI-Generated Brand Content
Brand awareness content generated using Vertex AI (Gemini 3.1 Flash) with product reference photos. Multiple content formats -- bold statements, feature callouts, collection showcases, product photography.
BOLD STATEMENT
FEATURE CALLOUT
BOLD STATEMENT
COLLECTION
UNBOXING
PRODUCT DISPLAY

AI Product Photography

Product shots generated from phone photos using Vertex AI. Dark slate aesthetic, consistent lighting, full unboxing layout.

BANDITS GREEN
BANDITS BLACK
OUTBACK BLUE
RASTA RED

All images generated via Google Cloud Vertex AI -- Gemini 3.1 Flash with multi-angle product reference input. No Photoshop, no stock photos.

Automation Workflows
Production workflows built on Make.com. Interactive simulators below -- click through each step to see the full automation flow.

Smart Lead Router with AI Classification

Google Form intake, AI classification, conditional routing to Google Sheets by lead type. Built on Make.com.

Make.com -- Lead Router
Lead Router

AI Client Engagement Pipeline

AI-powered email response system. Classifies client intent, drafts personalized follow-ups, routes to CRM. Built on Make.com.

Make.com -- Client Engagement Pipeline
Engagement Pipeline
Tools & Systems Built
🤖

Knowledge Base Chatbot

Internal chatbot for case processors at work. Flask backend, Claude AI via CLI, 20+ indexed encyclopedia files covering 50 US states. Keyword-indexed retrieval with session memory. Screenshot upload for CMS case analysis.

🎬

Cinematic Scroll Website

Scroll-driven animated product showcase. 144 WebP frames rendered on canvas, GSAP-powered parallax, layered text choreography. Built from AI-generated video frames. View live →

☁️

Vertex AI Image & Video

Google Cloud Vertex AI integration for image generation (Gemini 3.1 Flash) and video generation (Veo 3.1). ADC authentication, multi-reference input, automated prompt pipeline. All brand content above was generated through this system.

💬

Messenger Chatbot

DuberyMNL customer engagement bot. Comment-triggered DM automation, product inquiry handling, order-taking flow with COD confirmation. Designed for the Filipino "magkano?" buying culture.

Dynamic Landing Pages
Each ad links to a personalized landing page -- dynamically loaded based on the creative. Pick an ad to preview.
duberymnl.com

Open duberymnl.com →

Live Projects

DuberyMNL Command Center

One dashboard to run the entire business. Generate ad creatives, review and approve images, stage Meta Ads, schedule organic posts, track campaign performance, and manage customer orders -- all from one interface.

DuberyMNL Command Center
Dashboard

RAS AI Simulator

Interactive demo of the full content + CRM pipeline. Watch each agent step animate with real data flow. Open fullscreen →

RAS AI Solutions -- Full Funnel Orchestrator

Personal Projects

📊

Project DASH

Personal life dashboard with autonomous moderator agent. Financial tracking, family monitoring, trip management, pattern recognition. Runs on cron, processes phone data, flags anomalies automatically.

🤖

AI Personal Assistant

Custom Telegram bot built for someone with zero AI experience. Morning briefs, wellness nudges, conversation logging, and a self-improving loop that adapts to personality and preferences. Runs on Claude Opus.

🔔

Scheduled Alerts

Real-time project monitoring via Telegram. Pipeline status updates, ad performance reports, deployment confirmations. GitHub Actions cron for scheduling. Always watching, always reporting.

Morning Brief

Daily briefing delivered at 6:30 AM. Weather, schedule, family updates, financial snapshot, priority tasks -- everything you need before your first sip of coffee. Fallback system ensures delivery even when the main server is down.

Technical Stack
Make.com Claude / Anthropic Google Cloud / Vertex AI Python n8n Zapier Gemini 3.1 Flash Veo 3.1 (Video Gen) Meta Graph API Google APIs (Sheets, Drive, Gmail, Calendar) Claude Code JavaScript REST / Webhooks FastAPI / Flask Telegram Bot API Vercel GitHub Actions HITL Pipelines GSAP / Canvas Animation gcloud CLI
Background

Informdata (Current)

Criminal Data Processor. Quality checker in human-in-the-loop pipeline after automation collects court data. Built AI-powered knowledge base chatbot and Copilot agents for the team.

TDCX / Google BPO

Leads Qualification Specialist. Reviewed 200+ websites daily for lead validity, TOS compliance, and business verification. Deep top-of-funnel experience now applied to AI automation.