Hey Product Hunt! 👋
Some of you may remember me from Dine & Drinks —
a shared economy platform connecting independent
chefs, bartenders, and servers with people who
needed them.
That chapter taught me one thing above everything else:
The hardest problems to solve are the ones
professionals face every single day but nobody
has built proper tooling for.
After closing Dine & Drinks I went back to my
roots in healthcare data engineering — and found
the exact same problem waiting for me.
Healthcare data teams are some of the most skilled
professionals in tech. Yet they spend hours every
week on things that should take seconds:
→ What does this abbreviation mean?
→ What's the right column naming convention?
→ Why is this SQL failing in production?
→ What's the RAF score for these HCC codes?
So I built mdatool.com — the tool I always
wished existed.
📚 100,000+ verified healthcare data definitions,
abbreviations, and naming conventions — covering
provider, claims, pharmacy, and clinical data
🛠 11 free engineering tools:
- SQL Linter — catch security and performance bugs
- DDL Converter — Snowflake ↔ BigQuery ↔ Oracle
- HCC Calculator — RAF scores instantly
- NPI Lookup — full CMS registry search
- ICD-10 Search — 70,000+ diagnosis codes
- AI Data Modeling — schema from plain English
- HL7 v2 Parser — decode any HL7 message
- Schema Diff, Bulk Sanitizer, Naming Auditor & more
💰 Plans for every team:
Free → Pro ($29/mo) → Team ($99/mo) → Enterprise
Free forever for individual engineers.
No credit card required.
I've been on this journey before — building
something from scratch for people who deserve
better tools. This time I'm doing it for
healthcare data teams.
Would love your feedback, your upvote, and
honestly — just a conversation with anyone
working in healthcare data.
What's the biggest pain point in your data
workflow right now? Drop it in the comments 👇
Thank you for being part of this 🙏
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