Certified AI Practitioner & Product Leader

AI-Native Search &
Automation Specialist

Production-Ready Semantic Architectures for the AI Search Era.

Bridging theoretical AI with commercial execution. Designing SERP-ranking, AI-discoverable systems (SGE, AEO, GEO) optimized for AI systems /Agents discoverable and retrievable.

Combines strong expertise in semantic SEO, AI-optimized content systems, and digital marketing performance strategy to build scalable AI-powered marketing and knowledge automation systems.

12+ Years of Hands-on Execution → Now architecting enterprise-grade AI Search Intelligence and AI-Driven Marketing Operations.

GEO Strategy LLM Optimization Agentic Commerce Semantic SEO

Current Leadership Role

Product Manager @ markety.ai

Enterprise AI Transformation

Actively shaping a game-changing, end-to-end AI marketing platform. I work directly alongside the production development team to translate advanced marketing intelligence into scalable technical architecture.

My role bridges the gap between vision and execution. I design the core technical requirements and product enhancement documents that empower our engineers to build truly autonomous marketing ecosystems—from social media management to complex lead generation.

Key Architectural Contributions:

  • The "AI Discovery" Engine (Industry First) Pioneered a one-time AI configuration module that instantly converts traditional websites into AI-discoverable, LLM-retrievable assets—the next evolution of SEO.
  • Autonomous AI & Voice Agents Integrated conversational intelligence workflows specifically optimized for real-time lead capturing and automated marketing fulfillment.

Platform Capabilities

Unified Social Media Automation
One-Time AI Discovery Engine
Optimized Landing Page Generator
Conversational AI Lead Capture

Professional Authenticity

Built on Real Execution, Not Just Theory

In an era filled with overnight AI theorists, my expertise is forged through 12+ years of actual execution spanning Digital Marketing, SEO, and paid media architectures. I don't just prompt models; I build resilient business systems.

My journey reflects genuine adaptability. I scaled traditional SEO operations during its most competitive phases, and when Generative AI emerged, I systematically transitioned those skills to design Agentic AI workflows, Prompt Engineering infrastructures, and GEO frameworks.

I bring authoritative, battle-tested strategies to the table. From managing critical performance ad budgets to architecting multi-step autonomous workflows in Vertex AI and n8n, my work focuses on one thing: proven commercial impact.

12+ Years Digital Execution

Ground-level mastery of intent clustering, performance media, and content systems.

Semantic & LLM Transition

Adapting technical SEO into Knowledge Graph structures for AI readability.

Certified AI Content Automation Specialist

Building trustworthy, hallucination-resistant agentic systems for enterprise use.

Core Expertise

Mastering the New Search Landscape

Designing systems that perform exceptionally in both traditional search engines and emerging AI answer ecosystems.

AI Search (SGE, GEO)

Designing content optimized for Google SGE, GPT-X, GeminI, Claude, xAI Grok, and Perplexity AI responses.

Semantic Content Architecture
Knowledge Graph Structuring
Entity-based Strategy
LLM Discover, Retrieval Optimization

Prompt Engineering

Creating deterministic, human-friendly frameworks that produce SERP-ranking responses.

Instructional & Role-based Design
Temp, Top-p, Max Tokens Control
Chain-of-Thought & Self-Consistency
FutureTech Research (Pharma/Fintech)

Agentic Automation

Designing autonomous AI workflows that execute multi-step marketing and research tasks.

n8n & Make.com Orchestration
No-Code/Low-Code Automations
Agentic Commerce Workflows
AI Data Research Pipelines

Responsible AI Safety

Ensuring factual accuracy, mitigating risks, and grounding LLM outputs to reality.

Hallucination Mitigation Filters
Ethical Output Framing
Domain-specific Disclaimers
Scientific & Legal Trust Scoring

SEO & Content Strategy

Applying past strengths forward: a deep understanding of user intent and content architecture.

Written 1000+ AEO, GEO, SGE Optimized Articles
Deep Keyword & Build Intent Clustering systems
Missing Topic & Content Gap Analysis
Strategic Authority Link Building

Growth & Paid Media

Scaling businesses utilizing strategic paid acquisition and data-driven marketing decisions.

Google Ads (PMax, Search, YouTube)
Conversion-focused Ad Copywriting
Campaign Analytics & Attribution
ROI Focused, Performance Optimized Intelligence

Emerging AI Architecture

Agentic Commerce System Design

Exploring next-generation commerce infrastructure where autonomous AI agents discover, communicate, and transact across digital ecosystems.

Agentic Commerce Architecture

Knowledge of Agentic Commerce system design using Google UCP and A2P protocols, enabling AI agents to discover, communicate, and transact across AI systems.

Applied concepts for A2A (Agent-to-Agent) interoperability, real-time decision workflows, and autonomous commerce execution within emerging AI-driven digital ecosystems.

Google UCP Google A2P A2A Interoperability Agentic Commerce Autonomous Transactions

AI Content Systems & Prompt Architecture

I design advanced input prompt frameworks that generate AI-centric, structured content optimized simultaneously for traditional search algorithms and LLM retrieval.

  • Prompt Engineering for Content Systematic prompt chains (Chain-of-Thought, Self-Consistency) that ensure factual accuracy, brand tone, and semantic depth.
  • Entity-Based Content Writing Structuring text around recognized entities, topics and knowledge graphs rather than just keywords.

Automation Workflow Example

1. Topic Discovery (AI Signal)
2. Competitor Analysis
3. SERP Optimized - AI Content Building
4. Human-in-the-loop Editing

Built using n8n orchestration for scalable, high-quality publishing.

Portfolio Showcase

Production-Ready Workflows

Real-world applications of AI orchestration tools creating autonomous value for businesses.

Agentic Automation Workflow

Autonomous GEO Content Pipeline

An end-to-end automated orchestration system handling the complete content lifecycle—from semantic topic discovery to generating structured Content drafts, Proof-read & Auto publishing.

Core Actions & Skills:
Intent, Entity Extraction & Building Multi-Step Prompt Chaining Dynamic AI SEO content Structuring CMS platforms Auto-Sync
Vertex AI + API

Competitor Intelligence Agent

Autonomous research architecture designed to crawl live SERPs, extract competitor knowledge graphs, and synthesize actionable semantic content gap strategies.

Core Actions & Skills:
Automated SERP Scraping Semantic Data Parsing RAG Implementation Strategic Insight Gen
GSC, GA4 + GTM

Predictive Marketing Intel Agent

Advanced analytics pipeline that Data-Driven performance tracking using GSC, and automatically generates natural language ROI reports.

Core Actions & Skills:
GA4+GTM Data Orchestration Real-Time Anomaly Detection Cross-Platform Data Sync

Technology Arsenal

Platforms & Ecosystems

AI Ecosystems

Google Gemini Google Opal NotebookLM Google AI Studio Google Vertex AI ChatGPT Canva Vector DB

Search & Data Intelligence

Google Search Console Google Analytics Google Tag Manager Google Trends

Marketing Platforms

Zoho CRM HubSpot CRM Hootsuite Google Ads (PPC) Meta Ads

Ready to Optimize for the AI Era?

Currently open to discussing challenges in AI Automation, AI Search Strategy, and Product Engineering. Let's talk real implementation.

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