Data. Systems. Intelligence. Delivered.

Build reliable models, integrate complex systems, and ship AI-powered software—without drama.

We turn fragmented data and legacy workflows into robust, scalable products. From data modeling and integrations to AI modeling and end-to-end development, NirmalDev ships outcomes that stand up in production.

Production-first approach Vendor-neutral integrations Transparent delivery
Typical outcomes
Data latency ↓ 40–70% Integration time ↓ 30–50% Model accuracy ↑ measurable
ISO-grade practices Cloud-native Security-conscious Observability built-in

Core services

Four pillars that cover the lifecycle—from clean data foundations to integrated, intelligent products your team can trust.

Data modeling

Semantic layer design, dimensional modeling, lineage, governance, and versioned datasets for analytics and AI.

Warehouse & lakehouse dbt & metrics

System integration

Event-driven and API-first integration across ERP, CRM, POS, and custom systems with observability baked in.

Async & streaming Zero-downtime

AI modeling

Classical ML and modern LLM pipelines—feature stores, evaluation harnesses, and responsible deployment.

MLOps Human-in-the-loop

Software solution development

Full-stack product engineering—architectures that scale, interfaces that delight, and delivery that’s predictable.

Cloud-native CI/CD

Featured solutions

Outcome-focused projects you can map to your roadmap. No fluff—just clear wins.

Unified data layer

Consolidate sources into a governed, query-fast model with lineage and role-based access control.

Real-time integration

Stream events across systems with retries, dead letter queues, and consistent contracts.

Model-in-production

Train, evaluate, and deploy with shadow traffic, drift alerts, and human-in-the-loop review.

Delivered product

Ship a usable app—auth, dashboards, APIs, docs, and handover your team won’t dread.

How we build

A transparent, iterative process that reduces risk and accelerates delivery.

01 — Discover
Map reality

Stakeholder interviews, current-state systems, data audits, and success metrics.

02 — Design
Model & architecture

Data schemas, integration contracts, evaluation plans, and build sequencing.

03 — Build
Iterate in sprints

Implement, test, observe, and adjust with weekly demos and measurable progress.

04 — Ship
Production & handover

Docs, dashboards, runbooks, and enablement so your team owns the outcome.

Tech stack we love

Vendor-neutral and pragmatic. We pick tools for your context—no silver bullets, just fit-for-purpose.

Python TypeScript FastAPI Node.js React PostgreSQL dbt Kafka Airflow Docker Kubernetes Terraform LangChain Hugging Face OpenTelemetry

What partners say

“They didn’t just ship features—they fixed the data layer. Our reporting finally matches what’s happening.”

COO, Retail

“Integrations were the scary part. NirmalDev made them boring—in the best way.”

Head of Engineering, SaaS

“The model launch felt safe. Shadow evals and drift alerts meant we slept at night.”

Product Lead, Fintech

“Best handover we’ve seen. Our team could run it from day one.”

CTO, Logistics

Ready to build?

Tell us your outcomes, timeline, and constraints. We’ll respond with a scoped plan within 48 hours.