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HomeServicesData Engineering
Data Infrastructure

Data Pipelines That
Actually Work

Reliable, scalable data ingestion, transformation, and storage infrastructure — built for the volume, velocity, and variety of data your business actually produces.

Start Your Project View Our Work

What's included

Data Ingestion Pipelines
Data Warehouse Design
Data Transformation (dbt)
Real-Time Streaming
Data Quality Framework
Data Platform Setup
Trusted tech stack
dbtAirbyteKafkaSnowflakeBigQuery
150+
Projects delivered
98%
On-time delivery rate
90+
Average Lighthouse score
10yr
Industry experience
4.9★
Average client rating
What We Build

Complete data infrastructure

From raw data ingestion to clean, modelled, and queryable data assets — every layer of the modern data stack.

Data Ingestion Pipelines

Batch and streaming ingestion from databases, APIs, files, and event streams — reliable, monitored, and automatically retried on failure.

AirbyteKafkadbt

Data Warehouse Design

Dimensional models, OBT schemas, and data vault designs for Snowflake, BigQuery, or Redshift — optimised for analytical query patterns.

SnowflakeBigQueryRedshift

Data Transformation (dbt)

dbt-based transformation layer that turns raw ingested data into clean, tested, documented data models that analysts trust.

dbt Coredbt testsData contracts

Real-Time Streaming

Kafka or Flink-based streaming pipelines for event processing, real-time dashboards, and time-sensitive ML features.

KafkaFlinkSpark Streaming

Data Quality Framework

Great Expectations or dbt test-based data quality checks at every pipeline stage — with alerting when data anomalies are detected.

Great Expectationsdbt testsData SLAs

Data Platform Setup

Modern data stack implementation — Airbyte for ingestion, dbt for transformation, Snowflake/BigQuery for storage, and Metabase/Looker for consumption.

Modern data stackELTData catalog
Our Services

Every layer of the data stack

From raw event streams to clean analytical models — a complete data engineering service.

Data Ingestion

Data Ingestion

Reliable data ingestion is the foundation of every data platform. We build ingestion pipelines that deliver data on time, handle failures gracefully, and alert when something is wrong.

Batch Ingestion

Scheduled batch ingestion from databases, APIs, files, and SaaS platforms via Airbyte or custom connectors.

Change Data Capture

Debezium-based CDC for near-real-time database replication without full table scans.

Event Streaming

Kafka-based event ingestion for high-velocity streams — consumer groups, offset management, schema registry.

Ingestion Monitoring

Row count validation, freshness checks, and alert routing for every ingestion pipeline.

Build Your Ingestion Layer See Case Studies
Why CodeXCrew

What makes us different

01

Architecture-first thinking

We design the system before writing the code. Every project starts with a documented architecture review — so you never inherit hidden technical debt from short-sighted early decisions.

02

No surprises, no overruns

Fixed-scope projects come with firm estimates. Dedicated-team engagements get weekly burn reports. You always know exactly where your project stands and what it's costing.

03

Senior engineers only

We don't staff projects with juniors learning on your budget. Every engineer assigned to your project has at least 5 years of production experience in the relevant stack.

04

You own everything

Full IP ownership, source code, documentation, and infrastructure access on delivery. No vendor lock-in, no licensing fees, no dependency on us to keep your product running.

05

Design-dev in one team

Designers and engineers work together from day one — not sequentially. This eliminates the classic handoff gap where beautiful designs become impossible to build.

06

Remote-first, timezone-aligned

Our team spans multiple time zones but we align to yours. You'll have real overlap for live collaboration, not just asynchronous updates and morning surprises.

Case Studies

Work we've shipped

View All Projects
FinDashSaaS · FinTech · AI

FinDash — SME Financial Intelligence Platform

AI-powered financial intelligence platform for SMEs — aggregating bank accounts, accounting software, and POS data with natural language financial insights.

800+
SMEs onboarded in beta
76%
Weekly active usage rate
67
NPS score — top quartile B2B SaaS
View Case Study
PropVaultWeb App · FinTech · Real Estate

PropVault — Real Estate Investment Platform

Fractional real estate investment platform allowing retail investors to purchase ownership stakes in commercial and residential properties starting from PKR 25,000.

2.4B
PKR in properties listed (6 months)
4,800
Registered investors
340
Secondary market trades, zero errors
View Case Study
LogiTrackWeb App · Logistics

LogiTrack — Freight & Logistics Operations Platform

Real-time fleet operations platform for 340 trucks — reducing manual dispatch calls by 78% and improving fleet utilization from 67% to 88%.

31%
Fleet utilization improvement
78%
Reduction in dispatch calls
4.6/5
Client satisfaction score
View Case Study
Technologies

Our Technology Stack

We use the best modern tools — selected per project for performance, maintainability, and scale.

React
UI library for building interactive interfaces
Primary
Next.js
Full-stack React framework with SSR/SSG
Primary
Vue.js
Progressive JavaScript framework
Expert
TypeScript
Typed JavaScript for safer, scalable code
Primary
Tailwind CSS
Utility-first CSS framework
Primary
Svelte
Compile-time reactive UI framework
Expert
Figma
Collaborative UI design tool
Tooling
JavaScript
ES2024+ with modern patterns
Foundation
FAQ

Questions we hear often

Can't find what you're looking for? Reach out directly — we're happy to answer anything.

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Detailed project estimate within 48 hours
NDA signed before any sensitive discussion
No commitment until you're fully comfortable

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