Live commerce · Flagship project
Defive
Turning product discovery and stock visibility into a connected path to purchase.
- Stock
- Discovery
- Checkout
- Payment
- Tracking
Business Operator × AI-Native High-Agency Generalist
Business operator with an AI-native approach, working across operations, automation, research, and software to create real business results.
01Selected work
Commercial products and operational systems.
Business context, carried through to execution.
Live commerce · Flagship project
Turning product discovery and stock visibility into a connected path to purchase.
02Direct-to-consumer commerce
A direct-to-consumer storefront connecting a brand’s catalog with its buying journey.
Explore case study03Business operations
Bringing sales, inventory, and bookkeeping into one operational picture.
Explore case study04Agentic automation & decision support
Structured workflows for research, career intelligence, and repeatable execution.
Explore case study02The business behind the systems
My work starts with how a business actually runs. Stock coming in. Products going out. Suppliers, costs, customers, and the details that connect them.
From warehouse operations and independent trading to running a consumer goods business, I bring that context into the systems I build.
03How I work
Judgment first. The right tools next.
Ownership all the way through.
Find the real problem, its business context, and the constraints that matter.
Define the outcome and turn the problem into executable tasks.
Bring together the right tools, AI, research, software, and operational work.
Check the result against the goal, including reliability and security where relevant.
Put the work into use, observe what happens, and improve it.
Research & Development, Coffee Division
Coffee research and development, supported by hands-on work on operations and bookkeeping workflows.
Warehouse & Supply Chain Intern
Supported inbound and outbound activities, verified stock movements, maintained inventory documentation, and helped reconcile discrepancies.
Marketing & Partnerships Intern
Prepared client documentation for SNI certification, sample testing, and calibration. Researched industry clients and supported business communication.
Owner & Head of Research and Development
Run product research, sourcing, procurement, production, quality checks, and distribution. Calculate costs and prices and coordinate suppliers.
Independent Trader, Smartphones & Electronics
Source and inspect devices, negotiate transactions, arrange delivery, and manage customer support alongside stock and margin decisions.
05Capabilities
Inventory control, stock reconciliation, sourcing, procurement, costing, pricing, and supplier coordination.
Agent workflows, model routing, AI API integration, n8n, and information automation.
Python, TypeScript, SQL, React, Next.js, FastAPI, Docker, Linux, and databases.
Market research, international trade, competitive analysis, export documentation, and quality management awareness.
Have a problem worth solving?
Open to global remote opportunities
and meaningful projects.