Enterprise-grade data architecture. Built for startup speed.
I've architected data platforms trusted by a global investment bank and 250+ retail locations worldwide. Now I bring that same rigor — without the enterprise overhead — to startups building their data foundation for the first time.
- 7+ yrsDesigning data platforms across fintech, retail & e-commerce
- 250+Global retail locations consolidated onto one analytics platform
- 80%Reduction in manual reporting effort for a global finance team
- 1Data Product Factory built for a top U.S. investment bank
Why should a startup trust Mudit to design their data platform?
Because he's already made the expensive mistakes — at a bank, not at your company. Startups can't afford a data platform that has to be rebuilt in eighteen months. Here's what that trust is built on.
Proven at enterprise scale
Architecture patterns battle-tested on a global investment bank's data platform and 250+ retail locations — not theory, production systems handling real business decisions.
Architecture-first, not tool-first
Designs for where your company will be in three years, not just what closes this sprint. No trendy tools bolted on without a reason.
Data quality, built in from day one
Observability and trust aren't an afterthought. Testing, monitoring, and data contracts get designed alongside the pipelines — not retrofitted after a dashboard breaks.
Fractional, not a $200K+ hire
Get architect-level thinking on the cadence your startup actually needs, before you're ready — or able — to make a full-time senior hire.
Five ways to get your data platform right
From a fast diagnostic to hands-on fractional architecture, pick the engagement that matches where your platform is today.
Data Platform Health Check
A fast, no-fluff diagnostic of your current stack — what's fragile, duplicated, or about to break.
Learn more →Fractional Data Platform Architect
Ongoing architecture decisions, design reviews, and mentorship — without a full-time salary.
Learn more →Data Platform Blueprint
A target-state architecture plan you can build on for the next three years, not just this quarter.
Learn more →Data Quality & Observability Audit
Know when your data breaks — before your stakeholders do. Testing, monitoring, and ownership review.
Learn more →ELT/dbt Architecture Review
Is your dbt project a scalable asset or accumulating debt? A structural review with prioritized fixes.
Learn more →Not sure which one you need?
Most engagements start with a short conversation. Tell me where it hurts and I'll point you to the right starting place.
Start a conversation →Recent work
A sample of the platforms behind those numbers.
Data Product Factory for a Global Investment Bank
Architected a cloud-native data product factory on AWS, standardizing analytics onboarding across Commercial & Investment Banking functions.
Read the case study →Financial Analytics Across 250+ Retail Locations
Consolidated global budget and sales reporting for Travelex, cutting manual reporting effort by 80%.
Read the case study →Unified E-commerce Analytics
Built reusable dbt + Airflow pipelines unifying sales and inventory data across Amazon, Flipkart, Nykaa & Unicommerce.
Read the case study →Not sure where to start?
Get a free 30-minute data platform review — bring your messiest pipeline question.