Product & UX
Shaped the product around finding earning opportunities: discover demand, research a niche, validate supply, and compare potential returns against capital and risk.
01 / B2P MARKET INTELLIGENCE
Market intelligence.
An AI-powered B2P platform for discovering revenue opportunities, researching markets, and evaluating whether the economics make them worth pursuing.
snabcentr.byMY ROLESolo product developerProduct strategy → UX/UI → full-stack implementation → AI workflows
ReactTypeScriptConvexOpenAIBunPostgreSQL
THE CHALLENGE
Where is there demand, what can be sourced competitively, and what is left after costs? I built a connected research and evaluation workflow to answer those questions across markets, niches, and individual opportunities.
Application engineering
Built the React application and backend data flows connecting markets, tenders, niches, suppliers, and opportunity-level financial models.
AI & operations
Connected OpenAI-powered research agents with orchestration, task queues, and recovery workflows to support repeatable market investigation.
A shared workspace for AI agents, their tasks, and the decisions that need human attention.
01 / 05Illustrative presentation data. Figures are examples, not measured business outcomes.
What I built
FEATURES, DECISIONS & RESPONSIBILITY01 / Product workflow + frontend
Revenue opportunity discovery
Built a workspace to surface and compare potential deals by demand, expected profit, and required capital. Tenders are one entry point into the wider market evaluation workflow.
02 / AI workflows + system UX
Agent coordination
Connected specialized agents through an orchestrator. Made task ownership, queues, failures, and work needing attention visible in one map.
03 / Data modelling + product design
Market & niche evaluation
Connected niches, products, supplier offers, and research evidence to investigate where demand and competitive sourcing could create an earning opportunity.
04 / Backend + calculation interface
Traceable economics
Modelled purchase costs, logistics, reserves, and capital requirements to estimate potential returns. Included negative scenarios so attractive revenue does not hide weak economics.
HOW IT FITS TOGETHEROne product.
One product.
Connected systems.
React workspaceMarkets · Opportunities · Niches · Agents
Application & orchestrationConvex · OpenAI agents · Financial models
Research & data servicesBun workers · Supplier evidence · PostgreSQL
DELIVERED SCOPE
- Product workflow & interface
- Frontend & backend integration
- Agent coordination & recovery
- Market research & opportunity evaluation
LET’S WORK TOGETHER