What the client had to say
I really liked working with Atul and I would gladly work again with him in the future. He was extremely quick and responsive, while delivering a project of a superior quality.

Federico Gandini
Jan 13, 2026, Client
Posted Jan 13, 2026
Transformed PitPro.ai from a fragile MVP into a secure, scalable enterprise platform for professional automotive diagnostics.
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Dec 17, 2025 - Jan 13, 2026

vehicles table as the source of truth, linked to users via UUID.vehicle_interventions (Parent) and intervention_items (Child) structure to track every interaction—whether it’s a diagnostic scan, a repair order, or routine maintenance.technical_conversations to store chat history, allowing the AI to "remember" previous context about a specific car.plate_cache table to store license plate lookups, significantly reducing external API costs by serving cached technical data for repeat queries.auth.uid.middleware.ts using secure, HTTP-only cookies to protect the Admin Dashboard, completely separating it from standard user authentication flows./api/technical-assistant) that dynamically injects the vehicle's specific diagnostic logs into the System Prompt. This allows mechanics to ask specific questions like "Where is this sensor located on this specific Audi?" without re-explaining the context.sessionStorage logic to prevent data loss. If a mechanic refreshes the page during a complex diagnostic entry, their form data is preserved.



