I build production AI systems, LLM agents, and growth-oriented analytics architectures.
AI Engineer
AI Engineer and MarTech Architect building production-grade LLM agents, automated growth workflows, and analytics pipelines that turn strategy into measurable outcomes.
What I build
Focus
Analytics migrations, measurement architecture, and AI-assisted GTM systems
Recent work
Credit.com, Lexington Law, MileIQ, quikit.ai, and quiksocial.quikit.ai
Approach
Technical depth for implementation, product thinking for adoption, and growth context for outcomes.
Selected signal
2
Generative AI Products Built 0→1
70%
Reduction in Manual Workflow Time via AI Agents
What I Build
From analytics infrastructure to AI automation systems.
AI Workflow Build & Agents
Automate the manual GTM work draining your team.
- ✓RAG chatbots
- ✓Outreach automation
- ✓AI lead qualification
- ✓LLM integrations
Analytics Audit & Migration
Your GA4 is probably lying to you.
- ✓GA4 migration
- ✓GTM rebuild
- ✓BigQuery pipeline
- ✓Consent Mode
MarTech Architecture Consulting
Advisory for teams building measurement from scratch.
- ✓Stack selection
- ✓Implementation roadmap
- ✓Team training
Start Learning
Free, technical, interactive guides. No sign-up needed.
From Zero to LLM
Understand the underlying mathematics, python logic, and network architectures of deep learning. No hand-waving, just code and math.
What is a Neuron?
Learn the foundational math of a perceptron, including weights, biases, and activation thresholds through an interactive demo.
The Transformer
Unpack the multi-head attention and encoder-decoder architecture that revolutionized modern Generative AI systems.
RAG Pipelines
Connect document chunking, semantic vector database retrieval, and model generation into an enterprise-ready pipeline.
Analytics & Engineering
Build analytics layers that scale. Master Tag Management architecture, server-side data routing, consent mechanics, and Google BigQuery exports.
GA4 Architecture
Deep dive into Google Analytics 4 event-driven models, custom parameters, user scopes, and BigQuery schemas.
Server-Side GTM
Learn how to deploy server-side tagging containers, set up custom subdomain routing, and bypass ad-blockers securely.
BigQuery for Marketers
Query raw GA4 dataset exports using SQL, build cross-channel attribution reports, and calculate user lifetime value.
About
I build production AI agents, autonomous automation pipelines, and enterprise MarTech systems.
An engineer focused on building production-grade AI systems, LLM agents, automated growth workflows, and analytics architectures.
I specialize in bridging the gap between state-of-the-art AI systems and real-world business execution. Over the last 3+ years, I’ve designed and implemented 0→1 generative AI products, custom RAG (Retrieval-Augmented Generation) agents, and API integrations that automate manual growth operations.
Alongside my AI work, I architect enterprise measurement pipelines—specializing in Google Analytics 4, Server-side GTM, and BigQuery integrations—ensuring that AI agents are fed clean, compliant data for optimal decision-making.
AI Engineering & Tech
Focused capabilities across ai engineering & tech with an emphasis on practical execution.
MarTech Architecture
Focused capabilities across martech architecture with an emphasis on practical execution.
Growth & Marketing
Focused capabilities across growth & marketing with an emphasis on practical execution.
Utilities & Tools
Focused capabilities across utilities & tools with an emphasis on practical execution.
Projects
Work I’ve Built
A blend of enterprise measurement systems, AI-powered workflow products, and growth engines designed to ship practical outcomes.
Deep Dives
Case studies with the full context behind the outcome
Three selected stories covering 0→1 AI product building, enterprise MarTech migration, and compounding SEO growth.
Experience
Experience Timeline
A career path shaped by business context, growth execution, and technical systems thinking. Click each role to expand the details.
Lead specialist building generative AI workflows, automated lead acquisition agents, and high-performance measurement architectures for enterprise accounts.
- Co-built quiksocial.quikit.ai from 0→1, developing automated outreach workflows, custom RAG agents, and CRM integrations with Python and OpenAI APIs.
- Designed and deployed LLM-powered marketing automation agents that reduced manual email qualification time by over 70%.
- Led Adobe Analytics to GA4 migrations and GTM rebuilds for brands like Credit.com and Lexington Law, cleaning up 800+ events to fuel marketing dashboards.
Ran SEO, social, and content strategy across multiple client accounts, later stepping into a lead role mentoring the in-house SEO team.
Built the company’s digital presence from scratch and turned inbound interest into qualified B2B demand.
Contact
Let’s build smarter growth systems.
If you need cleaner analytics, better automation, stronger GTM systems, or AI workflows that actually support commercial execution, I’d love to talk.
Send a message