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Work

Boring problems. Loud results.

A selection of recent engagements. Names withheld unless we have permission to publish — but every metric below is real, and we can share details under NDA on a discovery call.

Logistics

9 hours → 12 minutes: weekly ops reporting

Built an Apps Script + BigQuery pipeline pulling data from 7 warehouse systems into a single Sheet, with Slack alerts on threshold breaches.

  • 43h/mo saved
  • Real-time alerts
  • 0 manual exports
  • Apps Script
  • BigQuery
  • Slack
Edtech

RAG-powered AI tutor across 4,000 lessons

Designed and shipped an LLM tutor that answers student questions with citations from the actual course material, escalating low-confidence answers to humans.

  • 32% deflection
  • 92% answer accuracy
  • Sub-3s latency
  • LLM
  • RAG
  • Next.js
  • Pinecone
Retail

Stripe ↔ Tally two-way sync, zero missed orders

Built a webhook-driven integration with idempotency, retry queue and an ops dashboard. Replaced a flaky Zapier setup that was losing ~3% of orders.

  • 0% lost orders
  • 20s reconciliation
  • Live ops dashboard
  • Stripe
  • Tally
  • Node.js
Healthcare

Patient intake form to EMR in seven seconds

Apps Script automation that takes a submitted Google Form, validates fields, generates a patient record PDF and pushes structured data into the EMR.

  • 7s end-to-end
  • 100% data validation
  • HIPAA-aware logging
  • Apps Script
  • Forms
  • REST API
SaaS

Self-serve onboarding cut churn in week 1 by 41%

Rebuilt onboarding as a guided multi-step flow with in-app checklists, telemetry and triggered emails — replacing a static welcome screen.

  • −41% week-1 churn
  • +27% activation
  • 3 wk to ship
  • Next.js
  • PostHog
  • Resend
Finance

30% AWS bill reduction via FinOps audit

Auditing a series-B startup's AWS account surfaced ₹6L/mo of waste — idle RDS, mis-sized EC2, no Savings Plans. Three weeks to implement, savings from month one.

  • ₹6L/mo saved
  • 3 wk implementation
  • Same throughput
  • AWS
  • Terraform
  • FinOps

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