Abhishree Labs is a boutique IT consultancy. We design and build production backend systems, data pipelines, and modern web platforms — backed by 9+ years of enterprise engineering experience across Abbott, Bombardier, and Shell.
// Start with one bottleneck · No detailed brief or budget needed
We focus on the work we're best at. Anything outside these areas, we'll tell you upfront — and recommend who to talk to.
Production-grade Python backends, REST APIs, and serverless microservices on AWS. Built to scale and easy to operate.
Reliable pipelines, warehouses, and reporting layers — from ingestion to dashboards your team trusts.
Full-stack web platforms — from marketing sites to authenticated product dashboards. Frontend and backend together.
Most clients compare three options. Here's how they stack up — honestly.
A snapshot. See the full set on our work page.
Designed and led backend for serverless microservices on AWS Lambda. Reduced bulk-API response time by more than 70% (10s → <3s) and built async job tracking for high-throughput ingestion workflows.
Built 20+ APIs using Django REST Framework, Python, and Pandas. Streamlined data processing workflows and achieved 100% code coverage with rigorous unit testing.
You work directly with us — no account managers, no offshore handoffs, no surprises.
9+ years building high-throughput Python backends and serverless architectures on AWS.
Full-stack platform engineer working across data pipelines, Python services, and web applications.
Building intelligent capabilities, LLM features, and production-ready Python services.
20+ years collective delivery in enterprise cloud, distributed data systems, and systems integration.
A practical guide to the request/worker split — including S3-based state, SQS as the transport, and the gotchas we hit shipping this in production. With more than 70% latency reduction in the engagement that inspired it.
Client project examples, with delivery state stated separately. Enterprise experience comes from the team's prior engagements.
Full-stack platform engineering and the Smart Assistant Platform (90+ commits) — supporting terracefarming.in, internal tooling, farmer onboarding, and the AI-assisted product layer.
Multi-tenant technical hiring platform built for IT staffing firms and enterprise recruiters. Features AI candidate screening, interview pipelines, calendar scheduling, and automated Indian GST invoicing.
Backend engineering, API performance work, and infrastructure (200+ commits to fuse-monorepo) — including Redis HA setup. Recurring delivery as an extension of their team.
Healthcare service discovery with a care planner, multilingual selection and reviewable WhatsApp enquiries.
Hospital operations project in development. Source attribution and delivery evidence are under review.
No mystery pricing. Here's roughly what engagements look like — exact scope determines exact price.
// USD pricing shown · INR rates available for India-based teams · Final scope = final price
Whether it's a fresh build, a stalled migration, or a system that just needs to scale — we'd be glad to hear about it.