---
# System prepended metadata

title: Listen here you fucking faggot

---

# Listen here you fucking faggot

# MD.ai

Position: Cloud Solutions Engineer

## Interview 1
Date: 05/06/2022
LinkedIn: [Leon Chen](https://www.linkedin.com/in/lleonchen/)
CEO

Help doctors and machine learning engineers build AI

help from data sourcing
data curation
data labling


model deployment
clinical trials

Mostly focused on the data piece

Hos to label data
- need to have manual labeling
- CT MRI Scan
- Need doctors to determine


Best medical imaging labeling platform
Collaborative, web based

Largest covid chest xray CT database


Sold as a SaaS product to

Acedemic hospitals
Phrama

Eventually ensure patient care and outcomes

Build up the trust, part that is missing

Pre-clinical region currently
Users can deploy trained models on MD.ai
Visualize outputs, Validate the outputs


### Future
- How do we deploy these environmynets in a repeatable scaleable and reliable fashion?

Small team of 6 people
Just raised a seed round

GCP, AWS Deployment
Application containers that work in conjunction with each other

Kubernetes based
Data processing side
- Per cluster?

How to scale running models

> dude what are you changing you faggot
> you can change whatever you want i dont care
> [name=Jonathan Poczatek] [time=Mon, Jun 27, 2022 4:18 PM]



---

## Interview 2
Date: 05/09/2022
LinkedIn: [George Shih](https://www.linkedin.com/in/georgenyc/)

weekly standup
computer science ba, masters in EE

pharma discovery


hardest part is annotation
support data forma, workdlows in medicine

started with building annotation platform

deploy and run models within the platform
testing and evaluating the platform


model deployment 

Work with
yuin Tien(UI)

Hiring person from cornel tech
Chimae? other machine learning


{%hackmd theme-dark %}