Ayush V.

I build and repair Python backends for SaaS founders who need working AI features and API integrations. Start with one workflow: diagnose a failure, build a FastAPI backend workflow, or connect an AI assistant to one business API. We agree on the scope and acceptance criteria first, with tests and a documented handover for implementation work. Diagnosis-only work ends with findings and recommended next steps. My client work includes the live Shrihan by MMJ jewellery storefront — the family business, disclosed plainly, which I ran as proper client work with scoped deliverables and deadlines. I also handle automation and AI workflow work, plus ongoing website and business-workflow development for Cafe OTB. I also run CorrelateX, my founder-led product studio. VI Engine is live — an AI social automation product that turns a brief into a brand-voice draft for review before anything is scheduled or published. It launched on 1 November 2026 with Free, Basic, Pro and Team plans; I am its founder and backend engineer. My research work includes HedgeVision, an open-source MIT research project with an inspectable Python API and data-validation code, and RAG-Intel, a privately staged retrieval and evaluation prototype. SuperIntel is the private research system behind HedgeVision's open-source extract. These are research prototypes, not paid client delivery examples. Tell me about your current system and the single workflow you want to build or fix.