Max AI | SWE Fullstack, Backend, AI/ML Engineer | Hybrid In-Person/Remote (SF) | Full-time | $145k — $230k | https://www.maxcare.ai
Max AI is building the financial operating system for healthcare—turning the broken, error-prone billing process into a lightning-fast, autonomous experience, much like swiping a credit card. Our ambient AI agents handle medical coding, claim submission, and fund collection the moment a doctor finishes charting—no humans in the loop.
We’re addressing a $350 billion market where billing errors cause delayed treatments, higher healthcare costs, and massive medical debt. By eliminating billing mistakes, we enable faster access to care, reduce administrative burden on doctors, and protect patients from surprise bills.
We're a team of repeat founders and world-class builders:
- PhD/Postdoc AI scientists from MIT and Caltech
- Ex-VP of Engineering at Curative (led engineering for over 25M medical claims billed)
- Founders who’ve scaled products to 40M+ downloads and 150M+ monthly users
- A team of experienced engineers from Discord, Google, Facebook, Airbnb, Brex, and Figma
Traction:
- Launched in 2025
- Projecting $5M ARR in the next 2 months
- $2M in claims processed in the first 30 days (we earn 4–12% per claim)
The tools are there, we just have to connect it (check out the TODO section). For more complex instruction like when you want to create the mask, it requires a lot of contextual reasoning which i tried to point out in Research section.
Their code base is also weirdly convoluted, with many crates and files just proxying over to others. I've read and written a lot rust, and haven't seen this style really. Could be nothing but its odd.
Have there ever been studies that demonstrate that those individuals don't simulate possible state transitions they'll go through in a different modality? I'd be curious if they visualize actions they'll take still, just not verbally.
This is truly depressing because the aspirations of tinygrad are so appealing in terms of being concise, effective and maintainable. Then, instead, they throw comprehensibility entirely out of the window.
Max AI is building the financial operating system for healthcare—turning the broken, error-prone billing process into a lightning-fast, autonomous experience, much like swiping a credit card. Our ambient AI agents handle medical coding, claim submission, and fund collection the moment a doctor finishes charting—no humans in the loop.
We’re addressing a $350 billion market where billing errors cause delayed treatments, higher healthcare costs, and massive medical debt. By eliminating billing mistakes, we enable faster access to care, reduce administrative burden on doctors, and protect patients from surprise bills.
We're a team of repeat founders and world-class builders:
- PhD/Postdoc AI scientists from MIT and Caltech
- Ex-VP of Engineering at Curative (led engineering for over 25M medical claims billed)
- Founders who’ve scaled products to 40M+ downloads and 150M+ monthly users
- A team of experienced engineers from Discord, Google, Facebook, Airbnb, Brex, and Figma
Traction:
- Launched in 2025
- Projecting $5M ARR in the next 2 months
- $2M in claims processed in the first 30 days (we earn 4–12% per claim)
We're 6 months in and just getting started. If you want to help build the AI infrastructure that will transform healthcare finance, reach out to: colton[@]maxcare[.]ai or apply at https://app.dover.com/apply/Maxcare/3684f186-f343-439a-9500-...
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