Available for Head of Marketing / AI Marketing Lead roles

AI-Powered
Full-Stack
Digital Marketing Lead

I build production systems for attribution, content, reporting, and bidding.

15 production systems from concept to delivery. 9+ years across Meta, TikTok, LinkedIn, and Google. 1819.7% ROAS. $60K+ monthly spend.

View Projects ↓ Let's Talk Key Results Original PDF unavailable
1819.7%
Peak ROAS (Healthcare & Wellness)
MYR 330K+ sales · MYR 18K/mo spend
15
AI Marketing Automation Projects
Content · Data · Agent Systems
$60K+
Monthly Ad Spend Managed
Meta · TikTok · LinkedIn · Google
9+ yrs
Cross-Channel Marketing Experience
B2B SaaS · Healthcare · E-com · Fintech

Strategy, code, and AI systems

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.

// Technical. Precise. AI-native.
B2B SaaS Marketing
Healthcare & Wellness
E-commerce Growth
Fintech & EdTech
AI Agent Infrastructure
Marketing Automation

Full Growth Stack

End-to-end capability across ad ops, tracking, automation, and full-stack web delivery.

AI & Marketing Automation

N8NMake.comActivePiecesFlowise LangflowCustom AI AgentsGoogle ADK AgentZeroRAG PipelinesMCP Servers Prompt EngineeringVector DBs

Performance Marketing

Meta AdsTikTok AdsLinkedIn Ads Google AdsBing AdsYouTube Ads DV360TaboolaOutbrainStackAdapt Nexxen

Analytics & Tracking

GA4GTMBigQueryMeta CAPI Google CAPILinkedIn CAPIPostHog ClickHouseMetabasePiwik Pro AppsFlyerPower BILooker Studio

SEO & Content

AhrefsSEMRushDataForSEO API Schema JSON-LDGoogle Search Console AI Content StrategyGEOAEO

CRM & Email

HubSpotZohoPipedriveMailchimp BrevoSendGridMailgunActiveCampaign SugarCRMTwentyCRM

Web & Infrastructure

WordPressWebflowStrapiNext.js ReactNode.jsPythonMySQL PostgreSQLSupabaseFirebase DockerCoolify

AI Agentic Tools

CursorClaude CodeCodexOpenCode OpenAI APIsAnthropic APIsGemini APIs DeepSeek APIsOpenRouterKimi API

Creative & Design

FigmaPenpotAI Image GenFlux GPT Image-1GeminiVeo3Wan2.5 CopywritingContent StrategyCRO

15 Production-Ready AI Marketing Systems

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.

Content & Creative AI 6 projects
#01
Content AI

Social Media AI Content Generator

Problem: Manual FB content planning across multiple client accounts — inconsistent posting, labor-intensive research.

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.

N8NFB Graph APIOpenAILLMAutomation
#02
Content AI

Video Sales Letter (VSL) AI Generator

Problem: Crafting multiple VSL angles for ad creative testing is time-consuming and resource-intensive.

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.

N8NLLMOpenAIScript TemplatesAutomation
#03
Content AI

Automated Social Media Scheduling System

Problem: Manual post scheduling across platforms requires UI interaction — no automation bridge between content generation and publishing.

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

N8NAPI IntegrationWebhooksSocial APIsCron
#04
Content AI

Multi AI Agent Ad Copies Generator

Problem: Creating platform-specific ad copy at scale across Meta, Google, LinkedIn, and TikTok — each with unique format, character limits, and tone requirements.

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.

N8NMulti-AgentLLMPlatform APIsPrompt Chains
#07
Content AI

AI Landing Page Content Generator

Problem: Creating landing page content from structured data requires manual copywriting — slow, inconsistent, and hard to scale.

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.

N8NGoogle SheetsCMS APILLMCRM
#08
Content AI

AI Product Showcasing Image Generator

Problem: Producing high-quality product showcase images for ads requires designers, stock photography, or expensive photoshoots.

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.

N8NGemini APIImage AnalysisPrompt GenAutomation
Data & Paid Media AI 5 projects
#06
Data AI

PDF Text Extraction for Knowledge Base (RAG)

Problem: Unstructured PDF documents contain valuable data locked in non-machine-readable formats — impossible to use for AI training or retrieval.

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.

Mistral OCRVector DBRAGN8NEmbeddingsLLM
#10
SEO AI

Full-Stack AI SEO Blog Content Generator

Problem: Producing SEO-optimized long-form blog content (>5,000 words) with proper keyword research, topic clustering, and structured content — manually takes days per article.

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.

N8NSEO APIsLLMKeyword ResearchMarkdownTopic Clustering
#11
Google Ads AI

Google Ads Keyword Research + Filtering + Segmentation

Problem: Manual keyword research across Google Ads accounts is slow — surfacing high-intent keywords with proper grouping takes hours of analysis.

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.

Google Ads APIN8NLLMKeyword PlannerSegmentation
#12
Google Ads AI

Google Ads Campaign Media Plan Generator

Problem: Creating RSA ad copies at scale — multiple headlines, descriptions, and CTAs per Ad Group — is repetitive and easy to overlook optimization opportunities.

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.

Google Ads APIN8NLLMRSAFunnel Strategy
#13
Landing Page AI

Landing Page Sections Content Generator

Problem: Generating structured content for landing page sections — from JSON data structure to production-ready HTML — requires manual handoff between strategy, copy, and dev teams.

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.

N8NJSONHTMLLLMMulti-AgentCMS
Agent Infrastructure 4 projects
#05
Agent AI

AI Agent Google Slide Report Generator

Problem: Monthly campaign reporting is manual — extracting data, building slides, and formatting decks consumes days per cycle.

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%.

Google Slides APIGoogle SheetsN8NJSONLLM
#09
Conversational AI

WhatsApp Conversational AI Agent Chatbot

Problem: Customer inquiries after-hours and at scale — human agents can't cover 24/7, FAQ chatbots lack true conversational intelligence.

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.

WhatsApp APIVector DBRAGN8NLLMSemantic Search
#14
Agent Infrastructure

Full Landing Page / Website Generation (Claude Code CLI + MCP + Agent Skills)

Problem: Building landing pages and websites from briefs requires weeks of development — design, copy, coding, testing, and deployment.

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.

Claude CodeMCPAgent SkillsCLIHTML/CSS/JS
#15
Agent Infrastructure

Interactive Agentic UI Chat for Google Ads Insights

Problem: Campaign performance data is locked inside Google Ads UI — getting specific answers requires navigating multiple screens and reports.

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.

Google Ads APIN8NAgentic UILLMReal-time Data

Experience Timeline

Progressive leadership across agencies, tech companies, and freelance — spanning Malaysia, Singapore, and the Philippines.

Novaticom Global Ltd.
Head of Marketing
Jan 2026 — Present
  • Leading AI-driven marketing initiatives, building and supervising the internal marketing team aligned with strategic objectives
  • Managing performance-based advertising and growth projects with structured reporting to executive leadership
  • Establishing SOPs, team workflows, and project prioritization frameworks for AI-augmented marketing operations
Zimi Tech Inc.
Associate Digital Marketing Manager
Aug 2022 — Dec 2025
  • Generated MYR 330,289.46 in sales at MYR 18,150.57 monthly spend — 1819.7% ROAS
  • Managed $60K+ monthly ad spend across Meta, TikTok, LinkedIn, and Google Ads, delivering 30-80% ROAS consistently
  • Executed media planning, competitive audits, and QA for clients across e-commerce, finance, real estate, and healthcare verticals
  • Built websites, landing pages, banners, and lead gen campaigns end-to-end
Hashtaqs Plt. Ltd. — Singapore
Performance Marketing Specialist
Oct 2021 — Jul 2022
  • Developed omnichannel marketing strategies integrating online & offline activities for training, branding, and events
  • Executed SEM/SEO, LinkedIn lead gen, and social campaigns for B2B events including HASH Innovation Asia Summit
OHSEM Digital Marketing Solutions
Growth / Digital Marketer (Freelancer)
Oct 2019 — Sep 2021
  • Managed end-to-end digital marketing for clients: social media, ads, web design, and e-commerce operations
  • Developed and executed lead generation strategies across paid and organic channels
RoadTag Technology Sdn Bhd
Digital Marketing Specialist
Jun 2017 — Sep 2019
  • Built digital marketing strategy for TruckTrader Malaysia online marketplace platform
  • Managed Facebook, Instagram, and YouTube with analytics-driven optimization and reporting

Case Studies & Impact Metrics

Selected metrics from production work across campaigns, infrastructure, and automation.

📈

1819.7% ROAS

Healthcare & Wellness · MYR 18K/mo spend

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.

💰

$60K+ / month

Multi-platform ad spend management

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.

🤖

15 Production Systems

Production-ready AI agents & workflows

Built 15 AI-powered marketing automation systems covering content generation, data intelligence, conversational AI, and agent infrastructure — all deployed in production environments.

🔗

Server-Side Tracking

Meta CAPI · Google CAPI · Cloud Infrastructure

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.

🎯

MYR 1,315.89

Average Order Value

Data-driven funnel optimization increasing AOV through strategic upsells, audience layering, and creative sequencing. Reduced CPA by 40% while maintaining volume.

🌐

Cross-Channel Delivery

B2B · B2C · E-commerce · SaaS · Healthcare

Full-stack execution across the entire marketing technology stack: from pixel infrastructure and CAPI to creative strategy, media buying, AI automation, and performance reporting.

Available for leadership and senior IC roles

Looking for a Head of Marketing, AI Marketing Architect, or Full-Stack Digital Marketing Lead who can drive results and build systems that scale.