I design and build intelligent systems that combine AI, automation, APIs, and business workflows to solve real operational problems.
My work focuses on turning ambiguous business requirements into production-ready systems across customer operations, revenue workflows, business process automation, and decision-support systems.
Building 
an Independent AI Systems Lab focused on commerce, customer experience, and business operations.
Commerce Intelligence Engine (V2 in Progress)
An AI-powered commerce system designed to help customers discover products, receive personalized recommendations, and interact with retail businesses through natural conversation.
The system combines semantic retrieval, real-time inventory access, intent classification, and workflow orchestration to support complex product discovery workflows while maintaining human oversight where required.
OpenAI MetaAPI n8n Pinecone Shopify Admin API Manychat
Next: Scaling AI systems for e-commerce and DTC brands, and building a productized SaaS under XCER Labs.
Automation & Orchestration
AI & Language Models
Agentic Frameworks
Payments & Finance
Vector & Memory
Observability
CRM & Business Platforms
Communication & Messaging
Dev & Infrastructure
I start with the business problem, not the technology.
My process is typically:
Understand how work currently happens. Identify bottlenecks, delays, and manual effort. Determine where automation creates value. Determine where AI creates value. Decide where human judgment should remain. Design and implement the system.
I've built systems including:
Lead-to-revenue automation platforms AI-assisted operational copilots Customer lifecycle automation systems Intelligent customer engagement workflows Human-in-the-loop AI systems Retrieval-based recommendation systems
My focus is not adding AI for the sake of AI. The goal is building systems that improve efficiency, decision-making, reliability, and business outcomes.
AI Agents Workflow Orchestration Operational Copilots Retrieval-Augmented Systems Human-in-the-Loop Architectures Business Process Automation Intelligent Operations Multi-System Integrations
Available for contract builds and full-time remote roles in AI engineering and systems integration.