Victor Caceres
System builder.Tech enthusiast.Economist.Occasional baseball philosopher.
Victor Caceres has spent his career learning how businesses actually work from the inside. As an analyst, an operator, a solutions engineer, a customer success leader, and a technical program manager, he built a complete picture of how organizations actually function, where they break, and what it takes to fix them.
He learned how product and engineering teams think, and how to translate between their world and the business problems that actually needed solving. He builds things that work, fixes things that don't, and makes sure the right people are aligned along the way.
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Projects
Pokédex AI Chatbot
An AI-powered Pokédex built on a hybrid RAG + structured query architecture. Routes natural language questions to semantic search or SQL based on intent classification.
Hybrid RAG + SQL architecture.
All generations covered.
561,654 move records ingested.
NodeVantage
A fulfillment network optimization platform for logistics operators and consultants.
Upload your orders.
Model your network.
Get a map.
Headcount Planning AI
Ask workforce planning questions in plain English. Get mathematically accurate answers with the work shown. Built for a hiring assessment — the brief asked for a prototype that couldn't hallucinate. The architecture makes that structurally impossible.
Not a RAG project. A calculation project.
Claude handles language. Python handles math. No hallucinations.
Built and deployed in hours.
The Fine Print
What I'm building, what I'm thinking, and the stuff nobody reads.
One month. Three deployed products. My framework that made it possible.
March 30, 2026