DAVID CHENG
WHAT WE DO

Full-Service AI & Operations

From multi-agent AI systems to marketing operations automation — we architect, build, and deploy intelligent infrastructure that scales.

Marketing Operations

End-to-end marketing technology stack design, implementation, and optimization for revenue-focused teams.

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Demand Generation

Full-funnel demand gen combining paid media, content marketing, and outbound automation with AI-powered optimization and attribution.

PAID MEDIA ATTRIBUTION
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Account-Based Marketing

1:1 and 1:few ABM programs with personalized content, intent data integration, and sales alignment frameworks.

INTENT DATA SALES ALIGNMENT
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Marketing Automation

Marketo, HubSpot, and Salesforce implementation with advanced workflows, lead scoring, lifecycle modeling, and CRM integrations.

MARKETO HUBSPOT SALESFORCE
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Revenue Operations

RevOps frameworks connecting marketing, sales, and customer success data for unified reporting, forecasting, and data-driven decisions.

FORECASTING REPORTING
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MarTech Stack Optimization

Audit, consolidate, and optimize your marketing technology stack for better data flow, reduced costs, and maximum ROI on every tool.

AUDIT CONSOLIDATION
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AI-Powered Content Engine

Autonomous content creation, personalization, and distribution using LLMs and multi-agent workflows that maintain brand voice at scale.

LLM CONTENT PERSONALIZATION

OpenClaw Multi-Agent Systems

Deploy and orchestrate intelligent agent teams using the OpenClaw framework for autonomous task completion and decision-making.

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Multi-Agent Team Deployment

Architect collaborative agent ecosystems where each agent specializes in different domains — from stock analysis to infrastructure to copywriting — working together on complex projects.

  • 10+ specialized agents (Hub, Sam, Pres, Codex, etc.)
  • Cross-agent task delegation and memory sharing
  • LLM-powered reasoning via local Ollama inference
  • Discord, Slack, and Telegram integration
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Agent Memory Systems

Implement long-term memory, session context, and knowledge retrieval so agents remember previous work and build on institutional knowledge.

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Tool Integration

Connect agents to your existing tools — GitHub, Cloudflare, Docker, databases — via OpenClaw's tool framework for real-world task execution.

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Agent Security & Governance

Role-based access control, permission scoping, and audit logging for safe multi-agent deployments in enterprise environments.

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Custom Model Fine-Tuning

Fine-tune open-source models (Llama, Mistral, Qwen) for domain-specific tasks using your proprietary data with full privacy control.

AI Systems & Infrastructure

Build production-grade AI infrastructure — from local LLM hosting to autonomous monitoring and self-healing systems.

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Local LLM Hosting

Deploy and manage open-source LLMs (Llama, Mistral, Qwen, Gemma) via Ollama with GPU acceleration and multi-model orchestration.

OLLAMA GPU
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Cloud AI Architecture

Design scalable AI inference architectures on AWS, Cloudflare, or self-hosted infrastructure with load balancing and auto-scaling.

AWS CLOUDFLARE
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AI Application Development

Full-stack AI apps with RAG pipelines, vector databases, embedding models, and real-time inference APIs.

RAG VECTOR DB API
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Autonomous Monitoring

Self-healing infrastructure where AI agents monitor services, detect anomalies, and execute recovery procedures without human intervention.

SELF-HEALING 99.9% UPTIME
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Vector Database Systems

Design and deploy vector DBs (Chroma, Pinecone, Weaviate, pgvector) for semantic search, recommendation, and RAG applications.

CHROMA PINECONE PGVECTOR
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Conversational AI

Build chatbots and voice agents with multi-turn reasoning, tool use, and persistent memory for customer support and internal operations.

CHATBOT VOICE

Workflow Automation (n8n)

Automate complex business processes with visual workflows, API integrations, and event-driven automation using n8n.

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n8n Workflow Design

Custom n8n workflow design for lead routing, data sync, approval chains, and multi-step business processes with conditional logic.

LEAD ROUTING APPROVALS
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API Orchestration

Connect 200+ services via n8n nodes or custom REST/GraphQL integrations. Salesforce, HubSpot, Slack, Notion, Google Sheets, and more.

REST GRAPHQL WEBHOOKS
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Scheduled Automation

Time-based and event-triggered workflows — daily reports, data refreshes, cleanup tasks, and batch processing with error handling.

CRON BATCH
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Data Pipeline Automation

ETL pipelines with transformation, validation, and loading into warehouses. Sync between CRM, marketing platforms, and analytics tools.

ETL TRANSFORM
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Self-Hosted n8n

Deploy n8n on your infrastructure with Docker, SSL, authentication, and backup. Keep workflow data and credentials in-house.

SELF-HOSTED DOCKER
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Custom n8n Nodes

Build custom n8n nodes for proprietary APIs or internal tools. Package and distribute them for your team's specific needs.

CUSTOM NODES TYPESCRIPT

Data Enrichment (Clay)

Supercharge your go-to-market data with Clay — automated enrichment, waterfall sourcing, and intelligent lead qualification.

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Lead Enrichment

Automated waterfall enrichment combining 50+ data providers. Fill gaps in your lead lists with verified emails, phone numbers, and firmographics.

WATERFALL VERIFIED
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Account Research

Deep account research with technographics, intent signals, hiring data, and news monitoring to identify high-propensity accounts.

TECHNOGRAPHICS INTENT
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Data Cleansing

Deduplication, normalization, and validation of CRM and marketing automation data. Remove stale records and standardize formats.

DEDUPE NORMALIZE
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Scoring Models

Build custom lead and account scoring models using enriched data, behavioral signals, and AI predictions for better prioritization.

AI SCORING PRIORITIZATION
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Clay + n8n Integration

Automate Clay enrichment workflows via n8n — trigger on form fills, CRM updates, or scheduled intervals with full error handling.

AUTOMATED ERROR HANDLING
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TAM & ICP Definition

Use enriched data to define and expand your Total Addressable Market and Ideal Customer Profile with real firmographic and technographic evidence.

TAM ICP

Ready to Get Started?

Book a free consultation to discuss which services fit your needs. We'll map out a custom engagement plan tailored to your goals and budget.