15 production systems from concept to delivery. 9+ years across Meta, TikTok, LinkedIn, and Google. 1819.7% ROAS. $60K+ monthly spend.
I'm a Full-Stack Digital Marketing Specialist who bridges performance marketing with AI automation. I build the growth engine: conversion tracking infrastructure, server-side CAPI setups, AI-powered audience segmentation, automated reporting, and multi-platform bidding strategies.
Currently Head of Marketing at Novaticom Global, leading AI-driven initiatives and building marketing systems and teams. Previously delivered 1819.7% ROAS for a Healthcare & Wellness client at Zimi Tech, managing $60K+ monthly ad spend across 4 platforms.
My edge: I write code, build AI agents, and architect martech stacks. From N8N automation workflows to custom LLM agents with RAG pipelines, I treat marketing as a systems problem.
End-to-end capability across ad ops, tracking, automation, and full-stack web delivery.
End-to-end AI agents and automation workflows built with N8N, custom LLM integrations, and modern tech stacks. Every system was designed for production use — not proof-of-concept.
AI agent that scrapes historical FB posts, analyzes top-performing content patterns, and generates a full month of platform-optimized social posts with captions, hashtags, and optimal posting schedules.



AI system that generates multiple video script angles and VSL variations from a single brief. Handles different hooks, pacing, and audience segments — ready for production recording.



Headless social media scheduler that bypasses UI dependencies. AI-generated content is automatically queued, formatted per platform, and published on schedule — zero manual intervention.


Orchestrates multiple specialized AI agents — each agent handles a specific platform's copy requirements. Generates headlines, primary text, CTAs, and ad extensions tailored to each ad platform's specifications.



Reads structured data from Sheets databases, generates optimized landing page content through AI, and syncs directly to the CMS/CRM — creating a structured data → AI content → live page pipeline.


AI agent analyzes product images, generates optimized image prompts, and uses Google Gemini Flash 2.5-Image to produce stunning product showcase visuals — for ads, social media, and landing pages.



Uses Mistral AI OCR to extract text from PDFs, transforms unstructured data into structured vector embeddings, and feeds into a RAG pipeline for LLM-based knowledge retrieval — enabling AI agents to answer questions from document sources.


End-to-end AI blogging system: keyword research with variation generation → topic clustering (pillar/subpage) → SEO metadata creation → full article generation in sections → conclusion + key takeaways. Production-ready markdown output.



Multi-agent system that connects to Google Ads API for campaign performance analysis, pulls Keyword Planner data, and uses LLM reasoning to filter and segment keywords into Ad Group-ready clusters — with semantic grouping based on search intent.



AI agent generates Google Ads RSA ad copies based on funnel level and keyword groupings. Produces multiple headline/description combinations per Ad Group, ensuring full RSA ad strength compliance and A/B testing readiness.

Multi-agent system that generates multiple versions of landing page section segmentation, creates JSON-structured content for each section, and produces production-ready HTML — bridging the gap between content strategy and development.


AI agent that extracts campaign data from Google Sheets, transforms it through JSON data structures, and auto-generates formatted Google Slide decks with charts, metrics, and narrative insights — reducing reporting time by 90%.


Production-ready WhatsApp AI agent with dynamic conversation workflows. Ingests knowledge base data into vector store, enables semantic search for LLM-powered responses, and handles multiple message formats — from FAQs to complex sales inquiries. Functions as a virtual assistant or AI sales agent.


Agentic coding system using Claude Code CLI with MCP servers and custom agent skills to generate complete, production-ready landing pages and websites from natural language briefs. Full HTML/CSS/JS output with responsive design and performance optimization.

Self-built interactive agentic UI that connects to Google Ads API, enabling natural language queries for campaign insights. Ask "Which campaigns dropped in CTR last week?" or "Show me my top-performing ad groups by conversions" — the AI fetches, analyzes, and presents the data conversationally.

Progressive leadership across agencies, tech companies, and freelance — spanning Malaysia, Singapore, and the Philippines.
Selected metrics from production work across campaigns, infrastructure, and automation.
Generated MYR 330,289.46 in sales from MYR 18,150.57 monthly ad spend with MYR 1,315.89 average order value. Full-funnel optimization from awareness to retargeting.
Managed cross-platform budgets across Meta, TikTok, LinkedIn, and Google Ads, consistently delivering 30–80% ROAS improvement through AI-powered bid optimization and audience segmentation.
Built 15 AI-powered marketing automation systems covering content generation, data intelligence, conversational AI, and agent infrastructure — all deployed in production environments.
Implemented server-side conversion tracking via AWS and GCP, restoring 30%+ of lost conversion data post-iOS14. Built custom event pipelines for Meta, Google, and LinkedIn CAPI integrations.
Data-driven funnel optimization increasing AOV through strategic upsells, audience layering, and creative sequencing. Reduced CPA by 40% while maintaining volume.
Full-stack execution across the entire marketing technology stack: from pixel infrastructure and CAPI to creative strategy, media buying, AI automation, and performance reporting.
Looking for a Head of Marketing, AI Marketing Architect, or Full-Stack Digital Marketing Lead who can drive results and build systems that scale.