AI & Backend Systems Engineering — Consulting & Sprints
I help fast-growing startups and enterprises turn messy unstructured documents into validated data pipelines, automate operational workflows, and eliminate backend latency bottlenecks.
Direct senior engineering • Fixed-scope 14-day sprints • No agency overhead
Productized Engineering Sprints
Instead of vague hourly billing or lengthy recruitment cycles, I offer scoped, high-leverage technical sprints designed to solve critical bottlenecks in 1 to 2 weeks.
Tired of LLM prototypes hallucinating or failing when parsing customer PDFs, insurance claims, and invoices? I build deterministic multi-model extraction pipelines with strict schema validation, confidence scoring, and automated exception routing.
When APIs lag under concurrent traffic or background job queues choke, you don't need a complete rewrite. I audit database query plans, implement Redis caching strategies, decouple synchronous bottlenecks into Celery/Pub-Sub workers, and harden deployment pipelines.
Engagement Model
We review your current repository, data schemas, and primary bottleneck on a shared screen. If it’s a fit, I outline the solution immediately.
Within 24 hours, you receive a precise technical specification, delivery timeline, and fixed sprint price. Zero ambiguity.
Daily async Slack updates, automated CI/CD staging tests, zero-downtime deployment, and comprehensive documentation handover.
Ready To Eliminate Your Engineering Bottleneck?
Whether you need an AI workflow prototype taken to production or want to eliminate API latency before scaling traffic, let's schedule a working session.
Direct Email: hardik.sapra1@gmail.com