Capability · Data & AI Engineering
Practical Data Work · Index 01

From enterprise-grade
data engineering
to your business.

Figure 01 · Platform Hero imagery — replace with client photography

Transform data chaos into strategic advantage. Leveraging over a decade of hands-on experience from Facebook, BP, and Comcast to bring enterprise-grade data solutions to businesses of all sizes.

Get your free data strategy assessment View our services
10+
Years of hands-on enterprise data engineering experience
3
Fortune 50 companies — Facebook, BP, and Comcast
100%
Client-focused approach — no black boxes, no agency theatrics
24hr
Response time guarantee for all inquiries
02 — ServicesWhat we ship

Four disciplines.
One senior team.

We don't sell hours — we ship outcomes. Each engagement starts with a thirty-minute audit and ends with infrastructure your team can run without us.

01

Data Pipeline Modernization

Move from fragmented, manual processes to resilient, automated data flows that scale with your business. Leveraging expertise from Facebook (Meta). Starting at $5,000+.

dbtAirflowKafka
02

Data Governance & Quality

Reduce compliance risk and increase trust in your data with enterprise-grade governance frameworks. Leveraging expertise from Comcast. Starting at $3,500+.

LineageSOC 2HIPAA
03

Cloud Data Strategy

Optimize operational efficiency and safety through cloud-first data architecture and digital transformation. Leveraging expertise from BP. Starting at $7,500+.

AWSAzureGCP
04

Data Strategy & Roadmapping

Develop a comprehensive data strategy aligned with your business objectives. Define ROI metrics, select technology stacks, and create sequenced roadmaps. Starting at $2,500+.

ArchitectureRoadmapROI
View all consulting services
03 — BackgroundFrom Fortune 50 to your business

A decade of enterprise
now available to you.

With over a decade of hands-on experience building data systems at scale, I've seen firsthand how the right data strategy can transform businesses. My mission: bring enterprise-grade data engineering practices to businesses of all sizes.

Facebook (Meta)
Data Engineer

Designed and built data pipelines for billions of users, managing service level agreements and ensuring data security at unprecedented scale. Collaborated with software engineering, data science, and product teams to generate business insights that shaped user experience.

BP
Data Engineer

Applied data engineering to industrial operations, using AI for pipeline corrosion monitoring and operating digital twins of critical assets. Helped digitize refineries and trading systems to support BP's net-zero transformation goals.

Comcast
Data Engineer

Built modern audit data platforms with strong emphasis on automation, governance, and observability using AWS-native tools. Implemented data quality checks, end-to-end pipeline monitoring, and security controls for regulatory compliance.

Let's discuss your data challenges
Data Engineering Consultant
Junaid Athar · Founder
AWS Certified
Fortune 50 Experience
Worldwide Remote
04 — InsightsLatest perspectives

Practical insights
from real engagements.

Hands-on essays and guides covering the modern data stack, cloud platforms, and practical implementation strategies. No newsletter funnel — read what's useful.

All articles

MLOps 2024 · 6 min read

MLOps Fundamentals

Essential concepts and practices for deploying and managing machine learning systems in production environments.

Read
05 — MethodHow we work

Four steps,
roughly twelve weeks.

We don't sell discovery decks. Our process is engineered for short feedback loops, transparent estimates, and a clean exit.

Discuss your project

01

Audit

Two-week deep dive across stack, data quality, and roadmap. You walk away with a written report regardless of whether we work together.

02

Architect

We design the target state and a sequenced roadmap with cost, risk, and ROI estimates per milestone.

03

Build

Senior engineers implement in two-week sprints with weekly demos to your team. No black boxes, no agency theatrics.

04

Handover

Documentation, runbooks, and shadowing until your team owns it. We answer questions for 90 days after we leave.

06 — PricingTransparent, no surprises

Choose the plan
that fits your needs.

Every engagement includes a free 30-minute data audit. No contracts longer than 90 days. Cancel anytime.

Starter
$2,500
/month · Perfect for small teams
  • Basic data pipeline setup
  • Simple analytics dashboard
  • Email support
  • Monthly reporting
  • Up to 5 data sources
Get started
Professional · Most popular
$5,000
/month · Ideal for growing businesses
  • Advanced data engineering
  • Custom analytics solutions
  • Priority support
  • Weekly reporting
  • Up to 20 data sources
  • ML model deployment
  • Data governance setup
Get started
Enterprise
$10,000
/month · For large organizations
  • Full-scale data platform
  • Advanced MLOps
  • 24/7 dedicated support
  • Real-time reporting
  • Unlimited data sources
  • Custom integrations
  • Compliance & security
  • Training & documentation
Contact us
Additional services

Data Migration

Migrate your existing data infrastructure to modern platforms.

$3,000 – $15,000

Training & Workshops

Train your team on modern data tools and best practices.

$2,000 – $5,000

Data Audit

Comprehensive assessment of your current data infrastructure.

$1,500 – $3,000
Client feedback
"They acted like senior engineers on our payroll, not consultants. We've never had a clearer picture of our data — and now our team actually owns it."
VP
VP of Data Engineering
Series D logistics company
Free · no obligation

Start with a 30-minute data audit.

Bring your current architecture and your three biggest headaches. You'll leave with a written assessment and a candid plan — even if you never hire us.

Schedule audit
07 — ContactReady to transform your data?

Let's discuss your data challenges.

Get in touch for a free consultation. We'll help you build a robust data infrastructure that drives real business value.

Phone 847-224-8510
Response Within 24 hours
Location Worldwide remote consulting
Data Consulting Services

Expert guidance across every dimension of your data journey.

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Specialized expertise for regulated and high-growth sectors.

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